Mathematics & Optimization

A Unified Approach for Maximizing Continuous DR-submodular Functions NeurIPS 2023 A Unified Approach to Controlling Implicit Regularization via Mirror Descent JMLR 2023 A Unified Discretization Framework for Differential Equation Approach with Lyapunov Arguments for Convex Optimization NeurIPS 2023 A unified framework for information-theoretic generalization bounds NeurIPS 2023 A Unified Framework for Optimization-Based Graph Coarsening JMLR 2023 A Unified Framework for Rank-based Loss Minimization NeurIPS 2023 A Unified Framework for Uniform Signal Recovery in Nonlinear Generative Compressed Sensing NeurIPS 2023 A Unified Recipe for Deriving (Time-Uniform) PAC-Bayes Bounds JMLR 2023 A Unified Spatial-Angular Structured Light for Single-View Acquisition of Shape and Reflectance CVPR 2023 AutoGraph: Optimizing DNN Computation Graph for Parallel GPU Kernel Execution AAAI 2023 Automata Cascades: Expressivity and Sample Complexity AAAI 2023 Automated Search for Conjectures on Mathematical Constants using Analysis of Integer Sequences ICML 2023 Automatically marginalized MCMC in probabilistic programming ICML 2023 Automating Rigid Origami Design IJCAI 2023 Autoregressive Networks JMLR 2023 A Variance-Reduced and Stabilized Proximal Stochastic Gradient Method with Support Identification Guarantees for Structured Optimization AISTATS 2023 A Variational Perspective on High-Resolution ODEs NeurIPS 2023 Average Adjusted Association: Efficient Estimation with High Dimensional Confounders AISTATS 2023 Averaged Method of Multipliers for Bi-Level Optimization without Lower-Level Strong Convexity ICML 2023 A view of mini-batch SGD via generating functions: conditions of convergence, phase transitions, benefit from negative momenta. ICLR 2023 Balancing Risk and Reward: A Batched-Bandit Strategy for Automated Phased Release NeurIPS 2023 Ballot Length in Instant Runoff Voting AAAI 2023 Bandit Multi-linear DR-Submodular Maximization and Its Applications on Adversarial Submodular Bandits ICML 2023 Bandit Online Linear Optimization with Hints and Queries ICML 2023 Bandit problems with fidelity rewards JMLR 2023