Optimization

Balancing Act: Constraining Disparate Impact in Sparse Models ICLR 2024 Balancing Similarity and Complementarity for Federated Learning ICML 2024 Banded Square Root Matrix Factorization for Differentially Private Model Training NeurIPS 2024 Bandits with Preference Feedback: A Stackelberg Game Perspective NeurIPS 2024 BAPO: Base-Anchored Preference Optimization for Overcoming Forgetting in Large Language Models Personalization EMNLP 2024 Barrier Algorithms for Constrained Non-Convex Optimization ICML 2024 Base of RoPE Bounds Context Length NeurIPS 2024 Batched Energy-Entropy acquisition for Bayesian Optimization NeurIPS 2024 BatteryML: An Open-source Platform for Machine Learning on Battery Degradation ICLR 2024 Bayesian Nonparametrics Meets Data-Driven Distributionally Robust Optimization NeurIPS 2024 Bayesian Optimisation with Unknown Hyperparameters: Regret Bounds Logarithmically Closer to Optimal NeurIPS 2024 Bayesian Optimization of Functions over Node Subsets in Graphs NeurIPS 2024 Beam-search SIEVE for low-memory speech recognition Interspeech 2024 Benchmarking Data Science Agents ACL 2024 Benchmarking Hallucination in Large Language Models Based on Unanswerable Math Word Problem COLING 2024 Benchmarking Knowledge Boundary for Large Language Models: A Different Perspective on Model Evaluation ACL 2024 Benchmarking PtO and PnO Methods in the Predictive Combinatorial Optimization Regime NeurIPS 2024 Bespoke Non-Stationary Solvers for Fast Sampling of Diffusion and Flow Models ICML 2024 Bespoke Solvers for Generative Flow Models ICLR 2024 Best Arm Identification with Retroactively Increased Sampling Budget for More Resource-Efficient HPO IJCAI 2024 Better Alignment with Instruction Back-and-Forth Translation EMNLP 2024 Better Locally Private Sparse Estimation Given Multiple Samples Per User ICML 2024 Better Neural PDE Solvers Through Data-Free Mesh Movers ICLR 2024 Better than Random: Reliable NLG Human Evaluation with Constrained Active Sampling AAAI 2024 Beyond Accuracy Optimization: Computer Vision Losses for Large Language Model Fine-Tuning EMNLP 2024