Mathematics & Optimization

AnimateSVG: Autonomous Creation and Aesthetics Evaluation of Scalable Vector Graphics Animations for the Case of Brand Logos AAAI 2023 An Improved Algorithm for Online Min-Sum Set Cover AAAI 2023 An Improved Approximation Algorithm for Wage Determination and Online Task Allocation in Crowd-Sourcing AAAI 2023 An Improved Relaxation for Oracle-Efficient Adversarial Contextual Bandits NeurIPS 2023 An Inertial Block Majorization Minimization Framework for Nonsmooth Nonconvex Optimization JMLR 2023 An Inexact Augmented Lagrangian Algorithm for Training Leaky ReLU Neural Network with Group Sparsity JMLR 2023 An Information-Theoretic Analysis of Nonstationary Bandit Learning ICML 2023 An Information-Theoretic Evaluation of Generative Models in Learning Multi-modal Distributions NeurIPS 2023 An Information Theory Perspective on Variance-Invariance-Covariance Regularization NeurIPS 2023 An Online and Unified Algorithm for Projection Matrix Vector Multiplication with Application to Empirical Risk Minimization AISTATS 2023 Anonymous and Copy-Robust Delegations for Liquid Democracy NeurIPS 2023 An Optimal and Scalable Matrix Mechanism for Noisy Marginals under Convex Loss Functions NeurIPS 2023 An Optimal Structured Zeroth-order Algorithm for Non-smooth Optimization NeurIPS 2023 An Optimization-based Approach To Node Role Discovery in Networks: Approximating Equitable Partitions NeurIPS 2023 A Novel Demand Response Model and Method for Peak Reduction in Smart Grids -- PowerTAC IJCAI 2023 A Novel Framework for Policy Mirror Descent with General Parameterization and Linear Convergence NeurIPS 2023 A Novel Integer Linear Programming Approach for Global L0 Minimization JMLR 2023 An Unpooling Layer for Graph Generation AISTATS 2023 Anytime Model Selection in Linear Bandits NeurIPS 2023 A One-Size-Fits-All Approach to Improving Randomness in Paper Assignment NeurIPS 2023 A Parameter-Free Conditional Gradient Method for Composite Minimization under Hölder Condition JMLR 2023 A PDE approach for regret bounds under partial monitoring JMLR 2023 A Permutation-Free Kernel Independence Test JMLR 2023 Applied Online Algorithms with Heterogeneous Predictors ICML 2023 Approximate Allocation Matching for Structural Causal Bandits with Unobserved Confounders NeurIPS 2023