Mathematics & Optimization

Finite-Time Last-Iterate Convergence for Multi-Agent Learning in Games ICML 2020 Finite-Time Performance of Distributed Two-Time-Scale Stochastic Approximation L4DC 2020 Finite Versus Infinite Neural Networks: an Empirical Study NeurIPS 2020 First-Order Bayesian Regret Analysis of Thompson Sampling ALT 2020 First-Order Methods for Large-Scale Market Equilibrium Computation NeurIPS 2020 Fitting a Linear Control Policy to Demonstrations with a Kalman Constraint L4DC 2020 Fixed-Support Wasserstein Barycenters: Computational Hardness and Fast Algorithm NeurIPS 2020 FlightTracker: Consistency across Read-Optimized Online Stores at Facebook OSDI 2020 Flow-Based Network Creation Games IJCAI 2020 Follow the Perturbed Leader: Optimism and Fast Parallel Algorithms for Smooth Minimax Games NeurIPS 2020 Forgetting an Argument AAAI 2020 Forgetting Auxiliary Atoms in Forks (Extended Abstract) IJCAI 2020 Formal Limitations on the Measurement of Mutual Information AISTATS 2020 FourierSAT: A Fourier Expansion-Based Algebraic Framework for Solving Hybrid Boolean Constraints AAAI 2020 Fourier Sparse Leverage Scores and Approximate Kernel Learning NeurIPS 2020 Fractal Gaussian Networks: A sparse random graph model based on Gaussian Multiplicative Chaos ICML 2020 Free Energy Wells and Overlap Gap Property in Sparse PCA COLT 2020 Frequency Configuration for Low-Power Wide-Area Networks in a Heartbeat NSDI 2020 From Finite to Countable-Armed Bandits NeurIPS 2020 From Nesterov’s Estimate Sequence to Riemannian Acceleration COLT 2020 From Sets to Multisets: Provable Variational Inference for Probabilistic Integer Submodular Models ICML 2020 From Support Propagation to Belief Propagation in Constraint Programming (Extended Abstract) IJCAI 2020 From tree matching to sparse graph alignment COLT 2020 From Trees to Continuous Embeddings and Back: Hyperbolic Hierarchical Clustering NeurIPS 2020 Full Law Identification in Graphical Models of Missing Data: Completeness Results ICML 2020