Mathematics & Optimization

Simplified Risk-aware Decision Making with Belief-dependent Rewards in Partially Observable Domains (Extended Abstract) IJCAI 2023 Simplifying Momentum-based Positive-definite Submanifold Optimization with Applications to Deep Learning ICML 2023 Simulation-Assisted Optimization for Large-Scale Evacuation Planning with Congestion-Dependent Delays IJCAI 2023 Simultaneous Machine Translation with Tailored Reference EMNLP 2023 Single-Call Stochastic Extragradient Methods for Structured Non-monotone Variational Inequalities: Improved Analysis under Weaker Conditions NeurIPS 2023 Single-Pass Pivot Algorithm for Correlation Clustering. Keep it simple! NeurIPS 2023 Single Point-Based Distributed Zeroth-Order Optimization with a Non-Convex Stochastic Objective Function ICML 2023 Single Timescale Actor-Critic Method to Solve the Linear Quadratic Regulator with Convergence Guarantees JMLR 2023 Size-constrained k-submodular maximization in near-linear time UAI 2023 Sketching Algorithms for Sparse Dictionary Learning: PTAS and Turnstile Streaming NeurIPS 2023 Sketching for First Order Method: Efficient Algorithm for Low-Bandwidth Channel and Vulnerability ICML 2023 Sketching Meets Differential Privacy: Fast Algorithm for Dynamic Kronecker Projection Maintenance ICML 2023 Sketchy: Memory-efficient Adaptive Regularization with Frequent Directions NeurIPS 2023 Skyplane: Optimizing Transfer Cost and Throughput Using Cloud-Aware Overlays NSDI 2023 SLACK: Stable Learning of Augmentations With Cold-Start and KL Regularization CVPR 2023 Sliced Optimal Partial Transport CVPR 2023 SLM: A Smoothed First-Order Lagrangian Method for Structured Constrained Nonconvex Optimization NeurIPS 2023 SMCP3: Sequential Monte Carlo with Probabilistic Program Proposals AISTATS 2023 Smoothed Online Combinatorial Optimization Using Imperfect Predictions AAAI 2023 Smoothed Online Learning for Prediction in Piecewise Affine Systems NeurIPS 2023 Smooth Flipping Probability for Differential Private Sign Random Projection Methods NeurIPS 2023 Smooth Non-stationary Bandits ICML 2023 SMT Safety Verification of Ontology-Based Processes AAAI 2023 Socially Optimal Non-discriminatory Restrictions for Continuous-Action Games AAAI 2023 Sociodemographic and Attitudinal Effects on Dialect Speakers’ Articulation of the Standard Language: Evidence from German-Speaking Switzerland Interspeech 2023