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Sep 12 4:00 pm - 5:00 pm Learning-based Inference for Biomedical Imaging 1005 EECS Building 1301 Beal Ave, Ann Arbor Event Details Get Directions
Sep 19 4:00 pm - 5:00 pm Transport and other Lagrangian Transforms for Signal Processing and Machine Learning 1005 EECS Building 1301 Beal Ave, Ann Arbor Event Details Get Directions
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Oct 16 3:30 pm - 4:30 pm How to Multiply Secret Matrices 1013 Dow Building 2300 Hayward Street, Ann Arbor Event Details Get Directions
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Oct 24 4:00 pm - 5:00 pm Hyper-parameter Tuning for ML Models: A Monte-Carlo Tree Search (MCTS) Approach 1005 EECS Building 1301 Beal Ave, Ann Arbor Event Details Get Directions
Nov 7 4:00 pm - 5:00 pm Extreme Compression in Convex and Non-convex Inverse Problems: Role of Geometry, Priors and Measurement Design 1005 EECS Building 1301 Beal Ave, Ann Arbor Event Details Get Directions
Nov 14 4:00 pm - 5:00 pm A Structural Result for Personalized PageRank and its Algorithmic Consequences 1005 EECS Building 1301 Beal Ave, Ann Arbor Event Details Get Directions
Nov 21 4:00 pm - 5:00 pm Strategic Information Transmission and Deception 1005 EECS Building 1301 Beal Ave, Ann Arbor Event Details Get Directions
Dec 12 4:00 pm - 5:00 pm Image Processing using the Julia Language – A Tutorial 1005 EECS Building 1301 Beal Ave, Ann Arbor Event Details Get Directions
Jan 9 4:00 pm - 5:00 pm Derandomized Load Balancing using Random Walks 1005 EECS Building 1301 Beal Ave, Ann Arbor Event Details Get Directions
Jan 16 4:10 pm - 5:00 pm A Framework for Interactive Learning 1005 EECS Building 1301 Beal Ave, Ann Arbor Event Details Get Directions
Jan 23 4:00 pm - 5:00 pm Coding for Non-Stationary Scenarios and Low Capacity Channels 1005 EECS Building 1301 Beal Ave, Ann Arbor Event Details Get Directions
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Jan 30 4:00 pm - 5:00 pm Learning from Multiple Biased Sources 1005 EECS Building 1301 Beal Ave, Ann Arbor Event Details Get Directions
Feb 13 4:00 pm - 5:00 pm Capacity upper bounds for deletion-type channels 1005 EECS Building 1301 Beal Ave, Ann Arbor Event Details Get Directions
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Oct 8 4:00 pm - 5:00 pm Competitive Control via Online Optimization Remote/Virtual Event Details Get Directions
Oct 22 4:00 pm - 5:00 pm Not Enough Measurements, Too Many Measurements Remote/Virtual Event Details Get Directions
Nov 5 4:00 pm - 5:00 pm FAMILY: Foundations and Applications of Machine Intelligence Lab for societY Remote/Virtual Event Details Get Directions
Nov 12 4:00 pm - 5:00 pm Adaptive Discretization For Reinforcement Learning Remote/Virtual Event Details Get Directions
Nov 19 4:00 pm - 5:00 pm Learning via early stopping and untrained neural nets Remote/Virtual Event Details Get Directions
Dec 3 4:00 pm - 5:00 pm Approximate planning and learning in partially observed systems Remote/Virtual Event Details Get Directions
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Jan 22 9:30 am - 10:30 am Partial alignment of sparse random graphs Remote/Virtual Event Details Get Directions
Jan 29 9:30 am - 10:30 am Fastest Identification in Linear Systems, Joint work with Yassir Jedra Remote/Virtual Event Details Get Directions
Feb 4 4:00 pm - 5:00 pm Reinforcement Learning for Mean Field Games with Strategic Complementarities Remote/Virtual Event Details Get Directions
Feb 18 4:00 pm - 5:00 pm A Lyapunov Theory for Finite-Sample Guarantees of Asynchronous, Value-Based Reinforcement Learning Algorithms Remote/Virtual Event Details Get Directions
Mar 18 4:00 pm - 5:00 pm MLE and the EM algorithm for Mixtures: Minimax Results Remote/Virtual Event Details Get Directions
Mar 25 4:00 pm - 5:00 pm Communication-Efficient Optimization Methods for Federated Learning Remote/Virtual Event Details Get Directions
Apr 1 4:00 pm - 5:00 pm Simple Agent, Complex Environment: Efficient Reinforcement Learning with Agent State Remote/Virtual Event Details Get Directions
Apr 8 4:00 pm - 5:00 pm Data-Derived Universal Compression Remote/Virtual Event Details Get Directions
Apr 15 4:00 pm - 5:00 pm Risk-Sensitive Market Clearing for the Modern Power System Remote/Virtual Event Details Get Directions
Apr 22 4:00 pm - 5:00 pm Adaptive Design of Switchback Experiments: A Markov Chain Perspective Remote/Virtual Event Details Get Directions
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Apr 29 4:00 pm - 5:00 pm Deep Networks from First Principles Remote/Virtual Event Details Get Directions
Sep 2 4:00 pm - 5:00 pm Multiclass and Multi-Label Learning with General Losses: What is the Right Output Coding and Decoding? Remote/Virtual Event Details Get Directions
Sep 9 4:00 pm - 5:00 pm How to Schedule Near-Optimally under Real-World Constraints Remote/Virtual Event Details Get Directions
Sep 16 4:00 pm - 5:00 pm The Power of Exploiter: Provable Multi-Agent RL in Large State Spaces Remote/Virtual Event Details Get Directions
Sep 23 4:00 pm - 5:00 pm Towards Model Agnostic Robustness Remote/Virtual Event Details Get Directions
Oct 1 9:30 am - 10:30 am Database Alignment: Fundamental Limits and Efficient Algorithms Remote/Virtual Event Details Get Directions
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Oct 15 9:30 am - 10:30 am Social Learning in Multi-Agent, Multi-Armed Bandits Remote/Virtual Event Details Get Directions
Oct 21 11:00 am - 12:00 pm Communication and Sensing: From Compressed Sampling to Model-based Deep Learning Remote/Virtual Event Details Get Directions
Nov 4 4:00 pm - 5:00 pm Spectrum Sharing for 5G and Beyond: A Network Economics View Remote/Virtual Event Details Get Directions
Nov 11 4:00 pm - 5:00 pm Learning More from the Past: Offline Batch RL Remote/Virtual Event Details Get Directions
Nov 18 12:00 pm - 1:00 pm Finding Global Minima via Kernel Approximations Remote/Virtual Event Details Get Directions
Dec 2 4:00 pm - 5:00 pm Generalization and Inductive Bias in Neural Networks Remote/Virtual Event Details Get Directions
Dec 9 4:00 pm - 5:00 pm Data-Centric Networking: Theory, Algorithms and Applications Remote/Virtual Event Details Get Directions
Jan 6 4:00 pm - 5:00 pm Data-driven and Learning-based Methods for Control: Challenges and New Horizons Remote/Virtual Event Details Get Directions
Jan 13 4:00 pm - 5:00 pm Sequential Decision Making: How Much Adaptivity Is Needed Anyways? Remote/Virtual Event Details Get Directions
Jan 20 4:00 pm - 5:00 pm Surprises in High-Dimensional (Overparameterized) Linear Classification Remote/Virtual Event Details Get Directions
Sep 8 4:00 pm - 5:00 pm Blessing of Nonconvexity in Factorized Models 1008 EECS Building 1301 Beal Ave, Ann Arbor Event Details Get Directions
Sep 15 4:00 pm - 5:00 pm Principles of Deep Representation Learning via Neural Collapse 1008 EECS Building 1301 Beal Ave, Ann Arbor Event Details Get Directions
Sep 22 4:00 pm - 5:00 pm Robust Learning by Double Over-Parameterization 1008 EECS Building 1301 Beal Ave, Ann Arbor Event Details Get Directions
Oct 6 4:00 pm - 5:00 pm A New Embedding Framework to Design Consistent Surrogate Losses 1008 EECS Building 1301 Beal Ave, Ann Arbor Event Details Get Directions
Oct 13 4:00 pm - 5:00 pm Method of Moments: From Sample Complexity to Efficient Implicit Computations Remote/Virtual Event Details Get Directions
Oct 20 4:00 pm - 5:00 pm Sparse Neural Networks: From Practice to Theory Remote/Virtual Event Details Get Directions
Oct 27 4:00 pm - 5:00 pm Accelerating Ill-conditioned Low-rank Estimation via Scaled Gradient Descent 1008 EECS Building 1301 Beal Ave, Ann Arbor Event Details Get Directions
Nov 10 4:00 pm - 5:00 pm Opportunistic Integrated Communication and Weather Sensing 1008 EECS Building 1301 Beal Ave, Ann Arbor