Optimization

DUDF: Differentiable Unsigned Distance Fields with Hyperbolic Scaling CVPR 2024 Dueling Optimization with a Monotone Adversary ALT 2024 DU-Shapley: A Shapley Value Proxy for Efficient Dataset Valuation NeurIPS 2024 Dynamic Anisotropic Smoothing for Noisy Derivative-Free Optimization ICML 2024 Dynamic Inter-treatment Information Sharing for Individualized Treatment Effects Estimation AISTATS 2024 Dynamic Many-Objective Molecular Optimization: Unfolding Complexity with Objective Decomposition and Progressive Optimization IJCAI 2024 Dynamic Rewarding with Prompt Optimization Enables Tuning-free Self-Alignment of Language Models EMNLP 2024 DySLIM: Dynamics Stable Learning by Invariant Measure for Chaotic Systems ICML 2024 dzNLP at NADI 2024 Shared Task: Multi-Classifier Ensemble with Weighted Voting and TF-IDF Features ACL 2024 DεpS: Delayed ε-Shrinking for Faster Once-For-All Training ECCV 2024 E2E-AT: A Unified Framework for Tackling Uncertainty in Task-Aware End-to-End Learning AAAI 2024 EAGLE-2: Faster Inference of Language Models with Dynamic Draft Trees EMNLP 2024 Early Stopping Against Label Noise Without Validation Data ICLR 2024 ECLipsE: Efficient Compositional Lipschitz Constant Estimation for Deep Neural Networks NeurIPS 2024 EControl: Fast Distributed Optimization with Compression and Error Control ICLR 2024 e-COP : Episodic Constrained Optimization of Policies NeurIPS 2024 EcoRank: Budget-Constrained Text Re-ranking Using Large Language Models ACL 2024 Edge Inference With Fully Differentiable Quantized Mixed Precision Neural Networks WACV 2024 EdgeRIC: Empowering Real-time Intelligent Optimization and Control in NextG Cellular Networks NSDI 2024 Effective Causal Discovery under Identifiable Heteroscedastic Noise Model AAAI 2024 Effective Federated Graph Matching ICML 2024 Effectiveness of Constant Stepsize in Markovian LSA and Statistical Inference AAAI 2024 Effects of Exponential Gaussian Distribution on (Double Sampling) Randomized Smoothing ICML 2024 Efficient Active Learning Halfspaces with Tsybakov Noise: A Non-convex Optimization Approach AISTATS 2024 Efficient Active Manifold Identification via Accelerated Iteratively Reweighted Nuclear Norm Minimization JMLR 2024