Optimization

Differentiable Quantum Computing for Large-scale Linear Control NeurIPS 2024 Differentiable Robust Model Predictive Control RSS 2024 Differentiable Structure Learning with Partial Orders NeurIPS 2024 Differentiable Time-Varying Linear Prediction in the Context of End-to-End Analysis-by-Synthesis Interspeech 2024 Differentiable Weightless Neural Networks ICML 2024 Differentially Private Decentralized Learning with Random Walks ICML 2024 Differentially Private Non-Convex Optimization under the KL Condition with Optimal Rates ALT 2024 Differentially Private Optimization with Sparse Gradients NeurIPS 2024 Differentially Private Stochastic Gradient Descent with Fixed-Size Minibatches: Tighter RDP Guarantees with or without Replacement NeurIPS 2024 Differentially Private Worst-group Risk Minimization ICML 2024 Differential Privacy in Scalable General Kernel Learning via K-means Nystr\"om Random Features NeurIPS 2024 DiffNorm: Self-Supervised Normalization for Non-autoregressive Speech-to-speech Translation NeurIPS 2024 DIFFTACTILE: A Physics-based Differentiable Tactile Simulator for Contact-rich Robotic Manipulation ICLR 2024 DiffTORI: Differentiable Trajectory Optimization for Deep Reinforcement and Imitation Learning NeurIPS 2024 Diffusion-based Curriculum Reinforcement Learning NeurIPS 2024 Diffusion-ES: Gradient-free Planning with Diffusion for Autonomous and Instruction-guided Driving CVPR 2024 Diffusion Model Alignment Using Direct Preference Optimization CVPR 2024 DiffusionNAG: Predictor-guided Neural Architecture Generation with Diffusion Models ICLR 2024 DiffusionPDE: Generative PDE-Solving under Partial Observation NeurIPS 2024 Diffusion Policies Creating a Trust Region for Offline Reinforcement Learning NeurIPS 2024 Diffusion Sampling with Momentum for Mitigating Divergence Artifacts ICLR 2024 Diffusion Synthesizer for Efficient Multilingual Speech to Speech Translation Interspeech 2024 Diffusion Tempering Improves Parameter Estimation with Probabilistic Integrators for Ordinary Differential Equations ICML 2024 DiffusPoll: Conditional Text Diffusion Model for Poll Generation ACL 2024 DiLM: Distilling Dataset into Language Model for Text-level Dataset Distillation NAACL 2024