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Optimization

14,983 papers

Papers per year

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Papers

On the Stability and Generalization of Meta-Learning NIPS 2024
Guided Trajectory Generation with Diffusion Models for Offline Model-based Optimization NIPS 2024
Towards training digitally-tied analog blocks via hybrid gradient computation NIPS 2024
Practical Shuffle Coding NIPS 2024
One-Shot Safety Alignment for Large Language Models via Optimal Dualization NIPS 2024
Don't Compress Gradients in Random Reshuffling: Compress Gradient Differences NIPS 2024
Hybrid Generative AI for De Novo Design of Co-Crystals with Enhanced Tabletability NIPS 2024
MagR: Weight Magnitude Reduction for Enhancing Post-Training Quantization NIPS 2024
Federated Learning over Connected Modes NIPS 2024
Faster Diffusion: Rethinking the Role of the Encoder for Diffusion Model Inference NIPS 2024
A provable control of sensitivity of neural networks through a direct parameterization of the overall bi-Lipschitzness NIPS 2024
PRODuctive bandits: Importance Weighting No More NIPS 2024
Advancing Open-Set Domain Generalization Using Evidential Bi-Level Hardest Domain Scheduler NIPS 2024
Protected Test-Time Adaptation via Online Entropy Matching: A Betting Approach NIPS 2024
Exploiting the Replay Memory Before Exploring the Environment: Enhancing Reinforcement Learning Through Empirical MDP Iteration NIPS 2024
IWBVT: Instance Weighting-based Bias-Variance Trade-off for Crowdsourcing NIPS 2024
A-FedPD: Aligning Dual-Drift is All Federated Primal-Dual Learning Needs NIPS 2024
Cascade Speculative Drafting for Even Faster LLM Inference NIPS 2024
Localized Zeroth-Order Prompt Optimization NIPS 2024
Bayesian Optimisation with Unknown Hyperparameters: Regret Bounds Logarithmically Closer to Optimal NIPS 2024
Discovering Preference Optimization Algorithms with and for Large Language Models NIPS 2024
Minimax Optimal and Computationally Efficient Algorithms for Distributionally Robust Offline Reinforcement Learning NIPS 2024
Neur2BiLO: Neural Bilevel Optimization NIPS 2024
Base of RoPE Bounds Context Length NIPS 2024
FastSurvival: Hidden Computational Blessings in Training Cox Proportional Hazards Models NIPS 2024