Mathematics & Optimization

Both Asymptotic and Non-Asymptotic Convergence of Quasi-Hyperbolic Momentum using Increasing Batch Size ACML 2025 Boundary Decomposition for Finding Nadir Objective Vector in Multi-Objective Discrete Optimization AAAI 2025 Bounded Rationality Equilibrium Learning in Mean Field Games AAAI 2025 Branches: Efficiently Seeking Optimal Sparse Decision Trees via AO* ICML 2025 Breaking Barriers: Combinatorial Algorithms for Non-Monotone Submodular Maximization with Sublinear Adaptivity and $1/e$ Approximation ICML 2025 Breaking the $\log(1/\Delta_2)$ Barrier: Better Batched Best Arm Identification with Adaptive Grids ICLR 2025 Breaking the $n^1.5$ Additive Error Barrier for Private and Efficient Graph Sparsification via Private Expander Decomposition ICML 2025 Breaking the Quadratic Barrier: Robust Cardinality Sketches for Adaptive Queries ICML 2025 BrepGiff: Lightweight Generation of Complex B-rep with 3D GAT Diffusion CVPR 2025 Bridging Multiple Worlds: Multi-marginal Optimal Transport for Causal Partial-identification Problem AISTATS 2025 Bridging the Gap Between f-divergences and Bayes Hilbert Spaces ICLR 2025 Bridging the Gap Between Hyperdimensional Computing and Kernel Methods via the Nyström Method AAAI 2025 BSO: Binary Spiking Online Optimization Algorithm ICML 2025 BTBS-LNS: Binarized-Tightening, Branch and Search on Learning LNS Policies for MIP ICLR 2025 Budget Allocation Exploiting Label Correlation between Instances UAI 2025 Building Massive MIMO Baseband Processing on a Single-Node Supercomputer NSDI 2025 Building Rome with Convex Optimization RSS 2025 Calibrated Inference: Statistical Inference that Accounts for Both Sampling Uncertainty and Distributional Uncertainty JMLR 2025 Calibrating Pseudo-Labeling with Class Distribution for Semi-supervised Text Classification EMNLP 2025 Calibrating Video Watch-time Predictions with Credible Prototype Alignment ICML 2025 Camera Resection from Known Line Pencils and a Radially Distorted Scanline CVPR 2025 CamFreeDiff: Camera-free Image to Panorama Generation with Diffusion Model CVPR 2025 Can an Individual Manipulate the Collective Decisions of Multi-Agents? EMNLP 2025 Can information theory unravel the subtext in a Chekhovian short story? ACL 2025 Can Reinforcement Learning Solve Asymmetric Combinatorial-Continuous Zero-Sum Games? ICLR 2025