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            Low-Query Locally Testable Codes Wednesday, November 12, 2025 - 4:00pm to 5:00pm Locally testable codes (LTCs) are a special kind of error correcting codes where the receiver can correctly detect, with high probability, whether the received data was significantly corrected by reading just a few of its letters (chosen at random according to some distr  | 
              
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            Fast Mixing of 1D Quantum Gibbs Samplers at All Temperatures Monday, October 27, 2025 - 3:00pm to 4:00pm Recently, quantum computing analogs of classical Gibbs samplers have been introduced—quantum Markov chains that generalize Glauber or Metropolis dynamics, and serve as models of nature’s thermalization process.  | 
              
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            Fault-Tolerance in Buy-at-Bulk and Hop-Constrained Network Design Wednesday, October 22, 2025 - 4:00pm to 5:00pm Buy-at-bulk network design is a classical and practically motivated problem, in which the goal is to construct a low-cost network that supports multi-commodity flow between given node pairs.  | 
              
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            Which Algorithms Have Tight Generalization Bounds? Wednesday, December 10, 2025 - 4:00pm to 5:00pm Ge  | 
              
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            Fast Algorithms for Graph Arboricity and Related Problems Wednesday, November 19, 2025 - 4:00pm to 5:00pm We give an algorithm for finding the arboricity of a weighted, undirected graph, defined as the minimum number of spanning forests that cover all edges of the graph, in \sqrt{n} m^{1+o(1)} time.  | 
              
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            TBA Wednesday, December 3, 2025 - 4:00pm to 5:00pm TBA  | 
              
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            Memory as a lens to understand learning and optimization Monday, October 20, 2025 - 4:00pm to 5:00pm What is the role of memory in learning and optimization?  | 
              
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            Zeroth-order log-concave sampling: Uniform sampling from convex bodies Wednesday, November 5, 2025 - 4:00pm to 5:00pm Since the development of the first randomized polynomial-time algorithm for volume computation by Dyer, Frieze, and Kannan in 1989, convex-body sampling has been a central problem at the intersection of algorithms, geometry, and probability.  | 
              
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            The Mysterious Query Complexity of Tarski Fixed Points Wednesday, October 29, 2025 - 4:00pm to 5:00pm  | 
              
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            Quality Control on Random Graphs in Sublinear Time Wednesday, October 15, 2025 - 4:00pm to 5:00pm Many algorithms are designed to perform well on random instances. However, when running such an algorithm on a specific input, can we trust its output?  |