Optimization

Transportation-Inequalities, Lyapunov Stability and Sampling for Dynamical Systems on Continuous State Space L4DC 2023 Traversing Between Modes in Function Space for Fast Ensembling ICML 2023 Tree-AMP: Compositional Inference with Tree Approximate Message Passing JMLR 2023 Tree-Based Diffusion Schrödinger Bridge with Applications to Wasserstein Barycenters NeurIPS 2023 Trial matching: capturing variability with data-constrained spiking neural networks NeurIPS 2023 Tri-MipRF: Tri-Mip Representation for Efficient Anti-Aliasing Neural Radiance Fields ICCV 2023 Triple Eagle: Simple, Fast and Practical Budget-Feasible Mechanisms NeurIPS 2023 TripLe: Revisiting Pretrained Model Reuse and Progressive Learning for Efficient Vision Transformer Scaling and Searching ICCV 2023 trlX: A Framework for Large Scale Open Source RLHF EMNLP 2023 Truncating Trajectories in Monte Carlo Policy Evaluation: an Adaptive Approach NeurIPS 2023 Truncating Trajectories in Monte Carlo Reinforcement Learning ICML 2023 Truthful Auctions for Automated Bidding in Online Advertising IJCAI 2023 Two Losses Are Better Than One: Faster Optimization Using a Cheaper Proxy ICML 2023 Two-phase Attacks in Security Games UAI 2023 Two-Scale Gradient Descent Ascent Dynamics Finds Mixed Nash Equilibria of Continuous Games: A Mean-Field Perspective ICML 2023 Two Sides of One Coin: the Limits of Untuned SGD and the Power of Adaptive Methods NeurIPS 2023 Two Sides of The Same Coin: Bridging Deep Equilibrium Models and Neural ODEs via Homotopy Continuation NeurIPS 2023 Two-stage Kernel Bayesian Optimization in High Dimensions UAI 2023 Unbalanced CO-optimal Transport AAAI 2023 Unbalanced Low-rank Optimal Transport Solvers NeurIPS 2023 Unbiased Compression Saves Communication in Distributed Optimization: When and How Much? NeurIPS 2023 Unbiased Gradient Boosting Decision Tree with Unbiased Feature Importance IJCAI 2023 Unbiased Stochastic Proximal Solver for Graph Neural Networks with Equilibrium States ICLR 2023 Uncertainty-Aware Image Captioning AAAI 2023 Uncertainty Estimation for Safety-critical Scene Segmentation via Fine-grained Reward Maximization NeurIPS 2023