Upper con˙dence bound A ˙nal alternative acquisition function is typically known as gp-ucb, where ucb stands for upper CSE 112. Our lives often contain too much information to figure out what is triggering a particular behavior. Components and Design Techniques for Digital Systems (4), Design of Boolean logic and finite state machines; two-level, multilevel combinational logic design, combinational modules and modular networks, Mealy and Moore machines, analysis and synthesis of canonical forms, sequential modules. Now, you perform that series of actions every time you pull into the street without thinking very much. Constraint and interface modeling. Prerequisites: CSE 12 or consent of instructor. “Sophie will always smell like Sophie,” she says, but with Febreze, “now my furniture doesn’t have to.” The ads were put in heavy rotation. CSE 141. Prerequisites: graduate standing. Prerequisites: CSE 12 and CSE 15L and CSE 21 or MATH 154 or MATH 184A and CSE 5A or CSE 30 or ECE 15 or MAE 9; restricted to undergraduates. To understand this a little more clearly, consider again the chocolate-seeking rats. Then there is the routine, which can be physical or mental or emotional. Discrete and Continuous Optimization (4). Oh, and there’s that new DVD I want. Binomial, Poisson distributions. Introduction to programming languages and paradigms, the components that comprise them, and the principles of language design, all through the analysis and comparison of a variety of languages (e.g., Pascal, Ada, C++, PROLOG, ML.) Bayesian estimation. Topics include private and public-key cryptography, block ciphers, data encryption, authentication, key distribution and certification, pseudorandom number generators, design and analysis of protocols, zero-knowledge proofs, and advanced protocols. Prerequisites: (CSE 21 or MATH 154 or MATH 184A) and (CSE 120 or CSE 123 or CSE 124); restricted to students with sophomore, junior, or senior standing within the CS25, CS26, CS27, CS28, and EC26 majors. System design project from hardware description, logic synthesis, physical layout to design verification. Topics of special interest in cryptography to be presented by faculty and students under faculty direction. Learning algorithms based on statistics. At those unique moments, Andreasen wrote, customers are “vulnerable to intervention by marketers.” In other words, a precisely timed advertisement, sent to a recent divorcee or new homebuyer, can change someone’s shopping patterns for years. Students will gain experience in the application of existing software, as well as in combining approaches to answer specific biological questions. CSE 6GS. The reason Febreze wasn’t selling, the marketers realized, was that people couldn’t detect most of the bad smells in their lives. Finite automata. The course will provide a comprehensive introduction to the key mathematical concepts used for modeling, implementing, and evaluation of robot systems. All other students will be allowed as space permits. The house was clean and organized. Hands-on computer architecture project aiming to familiarize students with instruction set architecture, and design of process. Graduate students will be allowed as space permits. Protocol software structuring, the Transmission Control Protocol (TCP), remote procedure calls, protocols for digital audio and video communication, overlay and peer-to-peer systems, secure communication. Introduction to Synthesis Methodologies in VLSI CAD (4). May be coscheduled with CSE 276E. Content may include directed and undirected probabilistic graphical models, exact and approximate inference, latent variables, expectation-maximization, hidden Markov models, Markov decision processes, applications to vision, robotics, speech, and/or text. Prerequisites: CSE 100 or MATH 176; restricted to CS25, CS26, CS27, and EC26 majors. CSE 245. Theoretical topics include proofs of correctness, programming language semantics, and theory of testing. CSE 218. Prerequisites: CSE 30 and CSE 101 and CSE 110; restricted to students within the CS25, CS26, CS27, and EC26 majors. Principles of Machine Learning: Machine Learning Theory (4). A similar scene played out in dozens of other smelly homes. May be repeated for credit. A seminar format discussion led by CSE faculty on topics in central areas of computer science, concentrating on the relation among them, recent developments, and future directions. Topics include defining a CS research problem, finding and reading technical papers, oral communication, technical writing, and independent learning. Prerequisites: graduate standing. Computer-aided design and performance simulations, design exercises and projects. Introduction to Programming and Computational Problem-Solving: Accelerated Pace (4). Emphasizes rigorous mathematical approach including formal definitions of security goals and proofs of protocol security. Modern advances in design and analysis of algorithms. A few weeks before this article went to press, I flew to Minneapolis to try and speak to Andrew Pole one last time. Theoretical foundations of machine learning. Prerequisites: consent of faculty. CSE 150A. But conserving mental energy is tricky, because if our brains power down at the wrong moment, we might fail to notice something important, like a child riding her bike down the sidewalk or a speeding car coming down the street. Introduction to Computer Science Research (4). The cue and reward have stayed the same. Soon, you’ll be buying cereal and paper towels from us, and keep coming back.”, The desire to collect information on customers is not new for Target or any other large retailer, of course. All other students will be allowed as space permits. Propositional logic, resolution, first-order logic, completeness and incompleteness theorems with computational viewpoint, finite model theory, descriptive complexity, logic programming, nonmonotonic reasoning, temporal logic. Graduate students will be allowed as space permits. Security and threat models, risk analysis, authentication and authorization, auditing, operating systems security, access control mechanisms, protection mechanisms, distributed systems/network security, security architecture, electronic commerce security mechanisms, security evaluation. Software Project for Computer Architecture (2). Prerequisites: CSE 202 or consent of instructor. Graduate students will be allowed as space permits. Topics include the similarities and differences between Java and C++ with special attention to pointers, operator overloading, templates, the STL, the preprocessor, and the C++ Runtime Environment. Cross-listed with COGS 230. The cue and reward become neurologically intertwined until a sense of craving emerges. Students who have completed MATH 109 may not receive credit for CSE 20. Credit not offered for both MATH 15A and CSE 20. Since then Febreze has spawned dozens of spinoffs — air fresheners, candles and laundry detergents — that now account for sales of more than $1 billion a year. Student pairs perform a quarter-long mini research project that leverages campus research efforts. Two units of credit offered for CSE 141 if CSE 142 taken previously. to the Super Bowl by focusing on how his players habitually reacted to on-field cues. Object oriented databases, data modeling and description. CSE 151 or CSE 250B or CSE 253 or CSE 254, or equivalent experience recommended. Prerequisites: consent of instructor. CSE 99. CSE 127. It introduces classical models and contemporary methods, from image formation models to deep learning, to address problems of 3-D reconstruction and object recognition from images and video. Open to properly qualified graduate students who wish to pursue a problem through advanced study under the direction of a member of the staff. Mathematical Beauty in Rome Lab (4). SlimTaper mahogany neck plays fast and smooth. The temporary distraction from my work? Prerequisites: BILD 1 or BILD 4 or CSE 3 or CSE 7 or CSE 8A or CSE 8B or CSE 11. We’ll be sending you coupons for things you want before you even know you want them.”, Antonio Bolfo/Reportage for The New York Times. Core access and test integration. That’s where Andrew Pole and the dozens of other members of Target’s Guest Marketing Analytics department come in. Verification environments. When that didn’t reveal anything, they went into the field and conducted more interviews. Processor design. To understand why executives are so entranced by this science, consider how one of the world’s largest companies, Procter & Gamble, used habit insights to turn a failing product into one of its biggest sellers. (P/NP grades only.) Specific topics covered include probabilistic language models, which define probability distributions over text passages; text classification; sequence models; parsing sentences into syntactic representations; and machine translation. Renumbered from CSE 250C. Graduate students will be allowed as space permits. First-year student seminars are offered in all campus departments and undergraduate colleges, and topics vary from quarter to quarter. Prerequisites: CSE 132A; restricted to CS25, CS26, CS27, and EC26 majors. Mobile and wireless technology in embedded systems. Then the marketers sat back, anticipating how they would spend their bonuses. Students should consult the “CSE Course Placement Advice” web page for assistance in choosing which CSE course to take first. Topics in Computer Science and Engineering (4). Designs will be implemented in programmable logic devices. As long as we don’t spook her, it works.”. Prerequisites: CSE 141 and CSE 141L; restricted to students with sophomore, junior, or senior standing. Design and implementation of interactive World Wide Web clients using helper applications and plug-ins. Students may not receive credit for CSE 251A and CSE 250B. CSE 142. Theory of query languages, dependency theory, deductive databases, incomplete information, complex objects, object-oriented databases, and more. Prerequisites: graduate standing or consent of instructor. “It’s like an arms race to hire statisticians nowadays,” said Andreas Weigend, the former chief scientist at Amazon.com. Topics include Flynn’s taxonomy, interconnection networks, memory organization, a survey of commercially available multiprocessors, parallel algorithm paradigms and complexity criteria, parallel programming environments and tools for parallel debugging, language specification, mapping, performance, etc. Prerequisites: CSE 110 or CSE 170 or COGS 120; restricted to sophomore, junior, and senior students. P.& G. is the corporate behemoth behind a whole range of products, from Downy fabric softener to Bounty paper towels to Duracell batteries and dozens of other household brands. Companion course to CSE 4GS where theory is applied and lab experiments are carried out “in the field” in Rome, Italy. A year later, the product brought in $230 million. If your instructor has his or her own requirements, follow them. Look for shoppers who habitually purchase swimsuits in April and send them coupons for sunscreen in July and diet books in December. Graduate students will be allowed as space permits. Prerequisites: CSE graduate student status. Exploration of topics in mathematics and engineering as they relate to classical architecture in Rome, Italy. CSE 237B. VLSI integrated-circuit building blocks of computing systems, and their implementation. When a couple move into a new house, they’re more apt to purchase a different kind of cereal. This course covers advanced topics needed to apply computer vision in industry or follow current research. Performance measuring, organization of index structures. I put a Post-it note on my computer reading “NO MORE COOKIES.” But every afternoon, I managed to ignore that note, wander to the cafeteria, buy a cookie and eat it while chatting with colleagues. Only the routine has shifted. Prerequisites: graduate standing or consent of instructor. Algorithmic and Optimization Foundations for VLSI CAD (4). Distributed Computing and Systems (4). Introduction to the hardware and software tools to build project in a team environment and end-to-end system building. Students will review seminal and recent papers in the field and engage in team-based projects with physical, mobile robots. Prerequisites: graduate standing. Prerequisites: consent of the department chair. Prerequisites: CSE graduate status. professor named Alan Andreasen undertook a study of peoples’ most mundane purchases, like soap, toothpaste, trash bags and toilet paper. Computability and Complexity (4). Credit not offered for both MATH 166 and CSE 105. Push-down automata and context-free languages. Prerequisites: CSE 167; restricted to CS25, CS26, CS27, and EC26 majors. Undecidability. May be repeated for credit. Any point truly inside the domain is an interior point, while points on or outside boundaries are boundary points. Take a fictional Target shopper named Jenny Ward, who is 23, lives in Atlanta and in March bought cocoa-butter lotion, a purse large enough to double as a diaper bag, zinc and magnesium supplements and a bright blue rug. Topics vary from quarter to quarter. A breakthrough came when they visited a woman in a suburb near Scottsdale, Ariz., who was in her 40s with four children. This research is also transforming our understanding of how habits function across organizations and societies. CSE 216. Abstract and language models. NP-complete problems. Renumbered from CSE 253. The objective of the course is to help the programmer create a productive UNIX environment. CSE 240B. All other students will be allowed as space permits. “We’ve developed a number of research tools that allow us to gain insights into trends and preferences within different demographic segments of our guest population.” When I sent Target a complete summary of my reporting, the reply was more terse: “Almost all of your statements contain inaccurate information and publishing them would be misleading to the public. Methods special to special development approaches such as object-oriented testing will also be described. When they divorce, there’s an increased chance they’ll start buying different brands of beer. Principles of Computer Operating Systems (4). High-performance data structures and supporting algorithms. At which point someone asked an important question: How are women going to react when they figure out how much Target knows? Eight, to be precise. Prerequisites: graduate standing. (Formerly CSE 131B.) This course will provide a broad understanding of network design and implementation. Prerequisites: CSE 100; restricted to students with junior or senior standing within the CS25, CS26, CS27, CS28, and EC26 majors. Prerequisites: CSE 8B or CSE 11, and concurrent enrollment with CSE 15L; restricted to undergraduates. This course will explore design of software support for applications of parallel computation. Because birth records are usually public, the moment a couple have a new baby, they are almost instantaneously barraged with offers and incentives and advertisements from all sorts of companies. Robot Systems Design and Implementation (4). Possible topics include grouping and segmentation, object recognition and tracking, multiple view geometry, kernel-based methods, dimensionality reduction, and mixture models. Robots are entering human spaces. Prerequisites: CSE 30 and CSE 140 and CSE 140L; CSE 141L should be taken concurrently; restricted to CS25, CS26, CS27, and EC26 majors. Prerequisites: CSE 100, 131A–B, or consent of instructor. And rewards can range from the obvious (like the sugar rush that a morning doughnut habit provides) to the infinitesimal (like the barely noticeable — but measurable — sense of relief the brain experiences after successfully navigating the driveway). Topics covered include an introduction to medical and population genetics, ancestry, finding and interpreting disease-causing variants, genome-wide association studies, genetic risk prediction, analyzing next-generation sequencing data, how to scale current genomics techniques to analyze hundreds of thousands of genomes, and the social impact of the personal genomics revolution. Prerequisites: CSE 202. CSE 181 is cross-listed with BIMM 181 and BENG 181. The goal is to present a specialized topic in computer science and engineering students. Credit not offered for both MATH 176 and CSE 100. Covers basic programming topics from CSE 8A including variables, conditionals, loops, functions/methods, structured data storage, and mutation. A week passed. CSE 239A. Most cues and rewards, in fact, happen so quickly and are so slight that we are hardly aware of them at all. Even the operating tables are petite, as if prepared for 7-year-old surgeons. Students may not receive credit for CSE 185 and BIMM 185. CSE 250A. All other students will be allowed as space permits. (Renumbered from CSE 123B.) CSE 262. (Formerly CSE 222.) Recommended preparation: Knowledge of C. Prerequisites: graduate standing. Using data to predict a woman’s pregnancy, Target realized soon after Pole perfected his model, could be a public-relations disaster. A weekly meeting featuring local (and occasional external) speakers discussing their current research in Artificial Intelligence Neural Networks, and Genetic Algorithms. We bring together engineers, clinicians, and end-users to explore this exciting new field. (Formerly CSE 264C.) On the other hand, once you remove the cue by disabling the buzzing of your phone or the chiming of your computer, the craving is never triggered, and you’ll find, over time, that you’re able to work productively for long stretches without checking your in-box. Topics include sequence alignment, fast database search, comparative genomics, expression analysis, computational proteomics, genome-wide association studies, next-generation sequencing, genomics, and big data. Prerequisites: CSE 11 or CSE 8B and COGS 187A or COGS 1 or DSGN 1. Robotics has the potential to improve well-being for millions of people, support care givers, and aid the clinical workforce. Those spikes show when the rats’ brains were fully engaged, and the dip in neural activity between the spikes showed when the habit took over. Topics include inspections and reviews, formal analysis, verification and validation standards, nonstatistical testing, statistical-testing and reliability models, coverage methods, testing and analysis tools, and organization management and planning. All other students will be allowed as space permits. Embedded system building blocks including IP cores. This course covers Hopfield networks, application to optimization problems layered perceptrons, recurrent networks, and unsupervised learning. It was clear to Target’s computers that I was on a business trip. A friend tells her that if she uses Febreze, it will eliminate the odor. Graduate students will be allowed as space permits. Prerequisites: (MATH 184 or CSE 21 or MATH 154) and CSE 101 and CSE 105; restricted to students within the CS25, CS26, CS27, CS28, and EC26 majors. Besides, our baby is now 9 months old. Protein structure, sequence-structure analysis. CSE 168 or CSE 169 recommended. All other students will be allowed as space permits. Errors, Defects, and Failures (4). CSE 229A. Uses Java and Java Collections. Each ad was designed to appeal to the habit loop: when you see a freshly cleaned room (cue), pull out Febreze (routine) and enjoy a smell that says you’ve done a great job (reward). Project in Computer Architecture (2). Topics include instruction set architecture, pipelining, pipeline hazards, bypassing, dynamic scheduling, branch prediction, superscalar issue, memory-hierarchy design, advanced cache architectures, and multiprocessor architecture issues. CSE 190. There are many ways reference electrodes are used. Zero units of credit offered for CSE 11 if CSE 8B taken previously or concurrently. First, there is a cue, a trigger that tells your brain to go into automatic mode and which habit to use. Once I figured out all the parts of the loop, it seemed fairly easy to change my habit. All other students will be allowed as space permits. “No,” she said. Private and public key cryptography, introduction to reduction-based proofs of security, concrete security, block ciphers, pseudorandom functions and generators, symmetric encryption, asymmetric encryption, computational number theory, RSA and discrete log systems, message authentication, digital signatures, key distribution and key management. Online Database Analytics Applications (4). Introduction to methods for sequence analysis. CSE 202. CSE 274. But now that she is pregnant, everything is up for grabs. The assessments in the course represent various programming challenges and include solving diverse biological problems using popular bioinformatics tools. We shop at Target, I told him, and had given the company our address so we could start receiving coupons in the mail. All other students will be allowed as space permits. Prerequisites: consent of instructor. Computer graphics techniques for creating realistic images. Program or materials fees may apply. In the bedroom, she made her bed, tightened the sheet’s corners, then sprayed the comforter with Febreze. Topics include an overview of many aspects of computer graphics, including the four main computer graphics areas of animation, modeling, rendering, and imaging. Prerequisites: consent of the instructor and approval of the department. Advanced Topics in Software Engineering (4). Small research projects will be conducted in teams, culminating in project presentations at the end of the term. We study the formulations and algorithms solving convex optimization problems. CSE 232B. Prerequisites: MATH 10A or MATH 20A; department approval, and corequisite of CSE 6GS. (Formerly CSE 228H.) Prerequisites: graduate standing. Section will cover material relevant to the project, such as research methods, software engineering, teamwork, and project management. Design and implementation of large, complex software systems involving multiple aspects of CSE curriculum. Global Ideas Indian weavers turn to old tech to protect the environment . Matrix notation. CSE 193. Soon after the new ad campaign began, Target’s Mom and Baby sales exploded. Explores emerging opportunities enabled by cheap sensors and networked computing devices. Computability review, including halting problem, decidable sets, r.e. Prerequisites: CSE 110; restricted to students within the CS25, CS26, CS27, and EC26 majors. CSE 283/BENG 203. Prerequisites: consent of instructor. Department stamp required. Students who have taken CSE 8B or CSE 11 may not take or receive credit for CSE 8A. Students may not receive credit for CSE 251B and CSE 253. JSOE students should be comfortable building and experimenting within their area of expertise (e.g., CSE, software development, MAE, rapid prototyping). CSE 141L. May be coscheduled with CSE 176E. It incorporates the latest research and development on parallel architectures and compilation techniques for those architectures. The course will use small home assignments tasks and a larger robot project to exercise the topics covered in class. CSE 101. Companion to CSE 252A covering complementary topics. Prerequisites: none. CSE 130. sets, many-one reductions; TIME(t(n)), SPACE(s(n)) and general relations between these classes; L, P, PSPACE, NP; NP—completeness; hierarchy theorems; RP, BPP. Prerequisites: COGS 7 or CSE 8B or CSE 11. Working in teams, students will first learn to program Arduino-based devices. Prerequisites: none. Prerequisites: CSE 100 or MATH 176; restricted to students with sophomore, junior, or senior standing within the CS25, CS26, CS27, CS28, and EC26 majors. Prerequisites: (DSC 40B or MATH 18 or MATH 31AH or MATH 20F) and (CSE 100 or DSC 80 or MATH 176); restricted to sophomore, junior, and senior students. “And we found out that as long as a pregnant woman thinks she hasn’t been spied on, she’ll use the coupons. Prerequisites: (CSE 12 or DSC 40B) and (CSE 15L or DSC 80) and (CSE 103 or ECE 109 or ECON 120A or MATH 183) and MATH 20A and (MATH 18 or MATH 31AH) ; restricted to students within the CS25, CS26, CS27, CS28, EC26, and DS25 majors. This course provides an introduction to the fundamentals of robotics across kinematics, sensor systems, estimation, control, and planning. The company printed new ads showing open windows and gusts of fresh air. For questions or … Connectionist models and a sampling of other cognitive modeling techniques. Simulation as a modeling activity. After all, Jenny purchased only cleaning supplies at Target, and there were only so many psychological buttons the company could push. Restricted to CS27, BI34, BE28, and CH37 major codes. Chernoff bound. Introduction to Parallel Computing (4), Introduction to high performance parallel computing: parallel architecture, algorithms, software, and problem-solving techniques. Recommended preparation: CSE 103 and CSE 101 or similar course. Topics vary from quarter to quarter. “It’s usually not a problem,” she said. Prerequisites: restricted to junior and senior students; instructor approval required. Cleaning has its own habit loops that already exist. So now, every day around 3:30, I stand up, look around the newsroom for someone to talk to, spend 10 minutes gossiping, then go back to my desk. Prerequisites: Pharm 201, BENG 202/CSE 282, or consent of instructor. P.& G. employed a Harvard Business School professor to analyze Febreze’s ad campaigns. Department stamp required. Development, testing, and debugging of more complex programs. Denotational semantics, elementary domain theory. Left to its own devices, the brain will try to make almost any repeated behavior into a habit, because habits allow our minds to conserve effort. This course is about the computer algorithms, techniques, and theory used in the simulation and verification of electrical circuits. The panicked marketing team canvassed consumers and conducted in-depth interviews to figure out what was going wrong, Stimson recalled. Discussion on problems of current research interest in databases. Operating system structures, concurrent computation models, scheduling, synchronization mechanisms, address spaces, memory management protection and security, buffering, streams, data-copying reduction techniques, file systems, naming, caching, disk organization, mapped files, remote file systems, case studies of major operating systems. Topics include filtering, feature detection, stereo vision, structure from motion, motion estimation, and recognition. Topics include basic cryptography, security/threat analysis, access control, auditing, security models, distributed systems security, and theory behind common attack and defense techniques. Prerequisites: Linear Algebra is recommended. Prerequisites: consent of instructor. “I use it for normal cleaning — a couple of sprays when I’m done in a room.”. This course brings together engineers, clinicians, and end-users to explore this exciting new field. Charles Duhigg explains the science of habits. It appeared to smell the chocolate but couldn’t figure out how to find it. Invited speakers from UC San Diego and beyond share cutting-edge research on interaction, design, and learning. Accelerated introductory programming including an object-oriented approach. It incorporates the latest research and development on topics such as branch prediction, instruction-level parallelism, cache hierarchy design, speculative multithreading, reliable architectures, and power-management techniques. His assignment was to analyze all the cue-routine-reward loops among shoppers and help the company figure out how to exploit them. He looked at the mailer. Methods of reasoning and proofs: prepositional logic, predicate logic, induction, recursion, and pigeonhole principle. A seminar course in which topics of special interest in computer science and engineering will be presented by staff members and graduate students under faculty direction. Structured data storage such as arrays/lists and dictionaries, including data mutation. On my way back to the hotel, I stopped at a Target to pick up some deodorant, then also bought some T-shirts and a fancy hair gel. All other students will be allowed as space permits. Consumers going through major life events often don’t notice, or care, that their shopping habits have shifted, but retailers notice, and they care quite a bit. CSE 185. Layering and the OSI model; physical and data link layers; local and wide area networks; datagrams and virtual circuits; routing and congestion control; internetworking. Many shoppers purchase soap and cotton balls, but when someone suddenly starts buying lots of scent-free soap and extra-big bags of cotton balls, in addition to hand sanitizers and washcloths, it signals they could be getting close to their delivery date. CSE 106. It also is the best MBA college in Telangana with highly intellectual faculties and facilities. Students should be comfortable reading and analyzing scientific papers at the graduate level. Companion to CSE 252B covering complementary topics. Prerequisites: consent of faculty. Students will explore the latest research in healthcare robotics, human-robot teaming, and health design. Students may not receive credit for both CSE 151A and COGS 188, nor may they receive credit for both CSE 151A and CSE 151.
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