Optimization

Complexity of Derivative-Free Policy Optimization for Structured H_∞ Control NeurIPS 2023 Complexity of Reasoning with Cardinality Minimality Conditions AAAI 2023 Composable Coresets for Determinant Maximization: Greedy is Almost Optimal NeurIPS 2023 Composable Text Controls in Latent Space with ODEs EMNLP 2023 Composing Efficient, Robust Tests for Policy Selection UAI 2023 Compositional Diffusion-Based Continuous Constraint Solvers CoRL 2023 Compositional Neural Certificates for Networked Dynamical Systems L4DC 2023 Compressed Decentralized Proximal Stochastic Gradient Method for Nonconvex Composite Problems with Heterogeneous Data ICML 2023 Compressing Transformers: Features Are Low-Rank, but Weights Are Not! AAAI 2023 Computationally Budgeted Continual Learning: What Does Matter? CVPR 2023 Computationally Efficient High-Dimensional Bayesian Optimization via Variable Selection AutoML 2023 Computationally-Efficient Neural Image Compression with Shallow Decoders ICCV 2023 Compute-Efficient Deep Learning: Algorithmic Trends and Opportunities JMLR 2023 Concentration analysis of multivariate elliptic diffusions JMLR 2023 Concept Gradient: Concept-based Interpretation Without Linear Assumption ICLR 2023 Conditional Tree Matching for Inference-Time Adaptation of Tree Prediction Models ICML 2023 Confidence and Dispersity Speak: Characterizing Prediction Matrix for Unsupervised Accuracy Estimation ICML 2023 Confidence Estimation Using Unlabeled Data ICLR 2023 Conflicting Interactions among Protection Mechanisms for Machine Learning Models AAAI 2023 Connected Superlevel Set in (Deep) Reinforcement Learning and its Application to Minimax Theorems NeurIPS 2023 Constrained Causal Bayesian Optimization ICML 2023 Constrained Efficient Global Optimization of Expensive Black-box Functions ICML 2023 Constrained Evolutionary Diffusion Filter for Monocular Endoscope Tracking CVPR 2023 Constrained Market Share Maximization by Signal-Guided Optimization AAAI 2023 Constrained Optimization via Exact Augmented Lagrangian and Randomized Iterative Sketching ICML 2023