Optimization

Your Transformer is Secretly Linear ACL 2024 Zero Bubble (Almost) Pipeline Parallelism ICLR 2024 Zeroth-Order Methods for Constrained Nonconvex Nonsmooth Stochastic Optimization ICML 2024 Zeroth-Order Optimization Meets Human Feedback: Provable Learning via Ranking Oracles ICLR 2024 Zeroth-order Stochastic Approximation Algorithms for DR-submodular Optimization JMLR 2024 ZO-AdaMU Optimizer: Adapting Perturbation by the Momentum and Uncertainty in Zeroth-Order Optimization AAAI 2024 Λ-DARTS: Mitigating Performance Collapse by Harmonizing Operation Selection among Cells ICLR 2023 p-Poisson surface reconstruction in curl-free flow from point clouds NeurIPS 2023 3D Shape Reconstruction of Semi-Transparent Worms CVPR 2023 A2Q: Accumulator-Aware Quantization with Guaranteed Overflow Avoidance ICCV 2023 AAAI New Faculty Highlights: General and Scalable Optimization for Robust AI AAAI 2023 A Bayesian approach for bandit online optimization with switching cost UAI 2023 A Block Metropolis-Hastings Sampler for Controllable Energy-based Text Generation CoNLL 2023 Abstractive Text Summarization Using the BRIO Training Paradigm ACL 2023 A Case of Exponential Convergence Rates for SVM AISTATS 2023 Accelerated Cyclic Coordinate Dual Averaging with Extrapolation for Composite Convex Optimization ICML 2023 Accelerated Infeasibility Detection of Constrained Optimization and Fixed-Point Iterations ICML 2023 Accelerated On-Device Forward Neural Network Training with Module-Wise Descending Asynchronism NeurIPS 2023 Accelerated Primal-Dual Methods for Convex-Strongly-Concave Saddle Point Problems ICML 2023 Accelerated Riemannian Optimization: Handling Constraints with a Prox to Bound Geometric Penalties COLT 2023 Accelerated Single-Call Methods for Constrained Min-Max Optimization ICLR 2023 Accelerated Stochastic Optimization Methods under Quasar-convexity ICML 2023 Accelerated Zeroth-order Method for Non-Smooth Stochastic Convex Optimization Problem with Infinite Variance NeurIPS 2023 Accelerating Dataset Distillation via Model Augmentation CVPR 2023 Accelerating Guided Diffusion Sampling with Splitting Numerical Methods ICLR 2023