Mathematics & Optimization

Secant Line Search for Frank-Wolfe Algorithms ICML 2025 SECodec: Structural Entropy-based Compressive Speech Representation Codec for Speech Language Models AAAI 2025 Second-order Information Promotes Mini-Batch Robustness in Variance-Reduced Gradients JMLR 2025 Second-Order Min-Max Optimization with Lazy Hessians ICLR 2025 Securing Equal Share: A Principled Approach for Learning Multiplayer Symmetric Games ICML 2025 SEE: Strategic Exploration and Exploitation for Cohesive In-Context Prompt Optimization ACL 2025 Selecting Accurate Subgraphical Models from Possibly Inaccurate Graphical Models CLeaR 2025 Selecting the Number of Communities for Weighted Degree-Corrected Stochastic Block Models AISTATS 2025 Selective Inference with Distributed Data JMLR 2025 Self-Clocked Round-Robin Packet Scheduling NSDI 2025 Self-Directed Node Classification on Graphs ALT 2025 Self-Improvement Towards Pareto Optimality: Mitigating Preference Conflicts in Multi-Objective Alignment ACL 2025 Self-supervised Optimality-Guided Learning of Speech Articulation Interspeech 2025 Semi-Clairvoyant Scheduling of Speculative Decoding Requests to Minimize LLM Inference Latency IJCAI 2025 Separation-Based Distance Measures for Causal Graphs AISTATS 2025 Sequential Stochastic Combinatorial Optimization Using Hierarchal Reinforcement Learning ICLR 2025 SERENA: A Unified Stochastic Recursive Variance Reduced Gradient Framework for Riemannian Non-Convex Optimization ICML 2025 Set-Based Retrograde Analysis: Precomputing the Solution to 28-card Bridge Double Dummy Deals IJCAI 2025 Settling the Maximin Share Fairness for Scheduling among Groups of Machines ICML 2025 SFESS: Score Function Estimators for k-Subset Sampling ICLR 2025 SGD with memory: fundamental properties and stochastic acceleration ICLR 2025 Shapley-PC: Constraint-based Causal Structure Learning with a Shapley Inspired Framework CLeaR 2025 Sharp bounds on aggregate expert error ALT 2025 Sharper Bounds for Chebyshev Moment Matching, with Applications COLT 2025 Sharpness-Aware Black-Box Optimization ICLR 2025