Mathematics & Optimization

A Model of Winners Allocation AAAI 2021 A Modular Analysis of Provable Acceleration via Polyak’s Momentum: Training a Wide ReLU Network and a Deep Linear Network ICML 2021 An Adaptive-MCMC Scheme for Setting Trajectory Lengths in Hamiltonian Monte Carlo AISTATS 2021 An Algorithm for Stochastic and Adversarial Bandits with Switching Costs ICML 2021 An algorithmic view of L2 regularization and some path-following algorithms JMLR 2021 Analysis of high-dimensional Continuous Time Markov Chains using the Local Bouncy Particle Sampler JMLR 2021 Analysis of Sensing Spectral for Signal Recovery under a Generalized Linear Model NeurIPS 2021 Analysis of stochastic Lanczos quadrature for spectrum approximation ICML 2021 Analysis of the Optimization Landscape of Linear Quadratic Gaussian (LQG) Control L4DC 2021 Analytical Study of Momentum-Based Acceleration Methods in Paradigmatic High-Dimensional Non-Convex Problems NeurIPS 2021 Analyzing the Generalization Capability of SGLD Using Properties of Gaussian Channels NeurIPS 2021 An analysis of Ermakov-Zolotukhin quadrature using kernels NeurIPS 2021 An Automatic, Simple Ultrasound Biofeedback Parameter for Distinguishing Accurate and Misarticulated Rhotic Syllables Interspeech 2021 An Axiom System for Feedback Centralities IJCAI 2021 Anderson acceleration of coordinate descent AISTATS 2021 A Near-Optimal Algorithm for Stochastic Bilevel Optimization via Double-Momentum NeurIPS 2021 An Efficient Algorithm for Cooperative Semi-Bandits ALT 2021 An Efficient Pessimistic-Optimistic Algorithm for Stochastic Linear Bandits with General Constraints NeurIPS 2021 An Even More Optimal Stochastic Optimization Algorithm: Minibatching and Interpolation Learning NeurIPS 2021 A New Formalism, Method and Open Issues for Zero-Shot Coordination ICML 2021 A New Representation for Span-based CCG Parsing EMNLP 2021 A New Upper Bound Based on Vertex Partitioning for the Maximum K-plex Problem IJCAI 2021 An exact solver for the Weston-Watkins SVM subproblem ICML 2021 An FST morphological analyzer for the Gitksan language ACL 2021 An Improved Analysis and Rates for Variance Reduction under Without-replacement Sampling Orders NeurIPS 2021