小优ios视频在线快速观看

Matthew Turk

President

PhD - MIT

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Research Interests: Computer vision and human-computer interaction

Avrim Blum

Professor and Chief Academic Officer

PhD - MIT

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Research Interests: Theoretical Computer Science and Machine Learning, including Machine Learning Theory, Approximation Algorithms, Algorithmic Game Theory, and Database Privacy, as well as connections among them.

Arturs Backurs

Research Assistant Professor

PhD - MIT

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Research Interests: Fine-grained complexity, high-dimensional computational geometry and metric embeddings

Brian Bullins

Research Assistant Professor

PhD - Princeton University

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Research Interests: Higher-order methods for machine learning, convex and non-convex optimization, online learning.

Julia Chuzhoy

Professor

PhD - Technion - Israel Institute of Technology

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Research Interests: Theoretical computer science, with the main emphasis on the design and the analysis of approximation algorithms and proving hardness of approximation bounds for NP-hard problems, especially those with strong connections to graph theory.

Kevin Gimpel

Assistant Professor

小优ios视频在线快速观看PhD - Carnegie Mellon University

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Research Interests:小优ios视频在线快速观看 natural language processing, especially paraphrase recognition, machine comprehension, knowledge representation, and narrative understanding.

Steve Hanneke

Research Assistant Professor

PhD - CMU

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Research Interests: Statistical learning theory, active and interactive learning

Karen Livescu

Associate Professor

PhD - MIT

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Research Interests:小优ios视频在线快速观看 Speech and language processing, and related problems in machine learning

Sepideh Mahabadi

Research Assistant Professor

PhD - MIT

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Research Interests:小优ios视频在线快速观看 Sublinear algorithms for massive data. High Dimensional Computational Geometry, Proximity Search, Streaming Algorithms, Graph Algorithms

Yury Makarychev

Professor

PhD - Princeton University

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Research Interests:小优ios视频在线快速观看 Theoretical computer science including combinatorial optimization, approximation algorithms, semi-definite programming, unique games, low-distortion metric embeddings, and lift-and-project methods.

David McAllester

Professor

PhD - MIT

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Research Interests:小优ios视频在线快速观看 Machine learning theory, the theory of programming languages, automated reasoning, AI planning, computer game playing (computer chess), computational linguistics and computer vision.

Alexander Razborov

Resident Adjoint Professor

小优ios视频在线快速观看Professor, University of Chicago

PhD - Steklov Mathematical Institute

Bio

Research Interests:小优ios视频在线快速观看 Complexity theory, and he is specifically interested in circuit complexity, proof complexity, quantum computations and communication complexity.

Mrinmaya Sachan

Research Assistant Professor

PhD - Carnegie Mellon University

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Research Interests: Machine learning for natural language processing, knowledge representation and reasoning.

Thatchaphol Saranurak

Research Assistant Professor

小优ios视频在线快速观看PhD - KTH Royal Institute of Technology

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Research Interests:小优ios视频在线快速观看 Dynamic data structures on graphs, Graph algorithms in near-linear and sub-linear time, Self-adjusting data structures.

Saeed Seddighin

Research Assistant Professor

小优ios视频在线快速观看PhD - University of Maryland

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Research Interests: Approximation algorithms and algorithmic game theory.

Greg Shakhnarovich

Associate Professor

PhD - MIT

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Research Interests: Computational vision and machine learning. His current research is focused on automatic understanding of visual scenes, including recovery of three-dimensional structure and detection and categorization of objects. He is also generally interested in similarity-based, supervised and semi-supervised statistical learning methods.

Nathan Srebro

Professor

PhD - MIT

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Research Interests: Statistical and computational aspects of machine learning, and the interaction between them: statistical learning theory, probabilistic modeling, optimization. Applications in computational biology, text analysis and collaborative filtering.

Dougal Sutherland

Research Assistant Professor

PhD - Carnegie Mellon University

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Research Interests:小优ios视频在线快速观看 Machine learning on and about probability distributions: distinguishing distributions, generative models, distribution regression. Relationships between kernel methods and deep learning.

Madhur Tulsiani

Associate Professor, Director of Graduate Studies

小优ios视频在线快速观看PhD - University of California, Berkeley

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Research Interests: Complexity Theory, Approximation Algorithms and Hardness of Approximation, Convex Optimization, Pseudorandomness, Arithmetic Combinatorics

Matthew Walter

Assistant Professor

PhD - MIT

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Research Interests:小优ios视频在线快速观看 Robotics, computer vision, natural language understanding, machine learning, and state estimation. His research focuses on probabilistic methods that enable robots to understand and operate within unstructured environments through multimodal perception and interaction, both with humans and their surroundings.

Sam Wiseman

Research Assistant Professor

PhD - Harvard University

Bio |

Research Interests: Natural language processing and machine learning, especially deep structured prediction and text generation.

Jinbo Xu

Professor

小优ios视频在线快速观看PhD - University of Waterloo

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Research Interests: Computational biology and bioinformatics including homology search, protein structure prediction, and protein interaction prediction.

Michael Yu

Research Assistant Professor

小优ios视频在线快速观看PhD - University of California, San Diego

Bio

Research Interests: Computational biology, with a focus on interpretable machine learning methods based on biological networks and ontologies. Applications to cancer-microbiome interactions and clinical datasets.

Visiting Faculty and Non-Resident Adjoint Faculty

Adjoint Professor

Associate Professor, University of Notre Dame

PhD - University of Pennsylvania

Research Interests:小优ios视频在线快速观看 Natural language processing, language translation, syntactic parsing, and formal language theory.

David Forsyth

Adjoint Professor

小优ios视频在线快速观看Professor, University of Illinois at Urbana-Champaign

PhD - Balliol College, Oxford

Bio |

Research Interests: Artificial Intelligence, Computer vision, Computer graphics, Machine learning.

Sanjeev Khanna

Adjoint Professor

Professor, University of Pennsylvania

小优ios视频在线快速观看PhD - Stanford University

Research Interests:小优ios视频在线快速观看 Approximation algorithms, combinatorial optimization, and sublinear algorithms

John Lafferty

Adjoint Professor

小优ios视频在线快速观看Professor, Yale

PhD - Princeton University

Bio

Research Interests: Machine learning, nonparametric estimation, probabilistic modeling, graphical models, text modeling.

Richard Lipton

Adjoint Professor

Professor and Frederick G. Storey Chair (emeritus), Georgia Institute of Technology

PhD - Carnegie Mellon University

Research Interests:小优ios视频在线快速观看 Theoretical Computer Science

Seiichi Mita

Adjoint Professor

Senior Research Scholar, TTI-Japan

PhD - Kyoto University

Bio

Research Interests: Digital signal processing for recording and communication channels and machine learning applications for vehicle environment recognition.

Robert Nowak

Adjoint Professor

Professor, University of Wisconsin-Madison

PhD - University of Wisconsin-Madison

Bio

Research Interests: Signal processing, machine learning, optimization, and statistics.

Yutaka Sasaki

Adjoint Professor

Professor, TTI-Japan

PhD - University of Tsukuba

Bio

Research Interests:小优ios视频在线快速观看 Machine learning and its application to Natural Language Processing and biomedical informatics. Recent research interests include Order-Sorted Inductive Logic Programming and massively-parallel machine learning and their application to biomedical Text Mining.

Stephen Wright

Adjoint Professor

小优ios视频在线快速观看Professor, University of Wisconsin-Madison

小优ios视频在线快速观看PhD - University of Queensland

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Research Interests: Numerical Optimization

Courtesy Faculty

小优ios视频在线快速观看George and Elizabeth Yovovich Professor, Departments of Computer Science and Mathematics, University of Chicago

小优ios视频在线快速观看PhD - Hungarian Acad. Sci., Budapest

Research Interests:小优ios视频在线快速观看 Complexity theory, algorithms, combinatorics, asymptotic group theory, and the many interactions among these fields, including problems of “pure mathematics” motivated by questions in the theory of computing.

Assistant Professor, University of Chicago

PhD - University of Maryland, College Park

Research Interests: Natural language processing and computational psycholinguistics, with focus on processing and representation of meaning.

Liew Family Chair of Computer Science, University of Chicago

PhD - University of Wisconsin

Research Interests: Databases, Systems, Big Data

小优ios视频在线快速观看Associate Professor of Econometrics and Statistics, Booth School of Business, University of Chicago

PhD - Carnegie Mellon University

Research Interests: High-dimensional statistical methods, graphical models, varying-coefficient models and data mining, driven by the need to uncover interesting and scientifically meaningful structures from observational data.

小优ios视频在线快速观看Assistant Professor, Departments of Computer Science and Statistics, University of Chicago

小优ios视频在线快速观看PhD - Columbia University

Research Interests: Machine learning and computational harmonic analysis

Assistant Professor, Department of Computer Science, University of Chicago

小优ios视频在线快速观看PhD - University of California, Berkeley

Research Interests: Computer vision and machine learning. His research is centered around the development of algorithms for understanding visual scenes, with emphasis on the problems of object detection and segmentation.

Professor and Director of Graduate Studies, Department of Computer Science, University of Chicago

小优ios视频在线快速观看PhD - Cornell University

Research Interests: Computational complexity, including machine-based complexity, communication complexity, models of parallel computation, distributed computation, algorithms, as well as problems inspired by the world wide web

小优ios视频在线快速观看Professor, Departments of Statistics and Computer Science, University of Chicago

小优ios视频在线快速观看PhD - Rice University

Research Interests:小优ios视频在线快速观看 Signal processing, machine learning, and large-scale data science