Mathematics & Optimization

Sequential Domain Adaptation by Synthesizing Distributionally Robust Experts ICML 2021 Sequential prediction under log-loss and misspecification COLT 2021 Sequential prediction under log-loss with side information ALT 2021 Sequential Random Sampling Revisited: Hidden Shuffle Method AISTATS 2021 SGA: A Robust Algorithm for Partial Recovery of Tree-Structured Graphical Models with Noisy Samples ICML 2021 SGD for Structured Nonconvex Functions: Learning Rates, Minibatching and Interpolation AISTATS 2021 SGD in the Large: Average-case Analysis, Asymptotics, and Stepsize Criticality COLT 2021 SG-PALM: a Fast Physically Interpretable Tensor Graphical Model ICML 2021 SgSum:Transforming Multi-document Summarization into Sub-graph Selection EMNLP 2021 Shadow Manifold Hamiltonian Monte Carlo AISTATS 2021 Shape-Enforcing Operators for Generic Point and Interval Estimators of Functions JMLR 2021 Shape From Caustics: Reconstruction of 3D-Printed Glass From Simulated Caustic Images WACV 2021 Shapley Flow: A Graph-based Approach to Interpreting Model Predictions AISTATS 2021 Sharp Impossibility Results for Hyper-graph Testing NeurIPS 2021 Ship Compute or Ship Data? Why Not Both? NSDI 2021 SHPOS: A Theoretical Guaranteed Accelerated Particle Optimization Sampling Method IJCAI 2021 Shuffled Model of Differential Privacy in Federated Learning AISTATS 2021 Sifting through the noise: Universal first-order methods for stochastic variational inequalities NeurIPS 2021 Signaling in Bayesian Network Congestion Games: the Subtle Power of Symmetry AAAI 2021 Simple combinatorial algorithms for combinatorial bandits: corruptions and approximations UAI 2021 Simple induction of (deterministic) probabilistic finite-state automata for phonotactics by stochastic gradient descent ACL 2021 Simple steps are all you need: Frank-Wolfe and generalized self-concordant functions NeurIPS 2021 Simultaneous 2nd Price Item Auctions with No-Underbidding AAAI 2021 Simultaneous Change Point Inference and Structure Recovery for High Dimensional Gaussian Graphical Models JMLR 2021 Single Pass Entrywise-Transformed Low Rank Approximation ICML 2021