Optimization

Multi-Fidelity Bayesian Optimization via Deep Neural Networks NeurIPS 2020 Multi-Fidelity Multi-Objective Bayesian Optimization: An Output Space Entropy Search Approach AAAI 2020 Multi-label Feature Selection via Global Relevance and Redundancy Optimization IJCAI 2020 Multi-Level Structure vs. End-to-End-Learning in High-Performance Tactile Robotic Manipulation CoRL 2020 Multinomial Logit Bandit with Low Switching Cost ICML 2020 Multiple Anchor Learning for Visual Object Detection CVPR 2020 Multi-Precision Policy Enforced Training (MuPPET) : A Precision-Switching Strategy for Quantised Fixed-Point Training of CNNs ICML 2020 Multiresolution Tensor Learning for Efficient and Interpretable Spatial Analysis ICML 2020 Multiscale Deep Equilibrium Models NeurIPS 2020 Multi-Source Domain Adaptation for Text Classification via DistanceNet-Bandits AAAI 2020 Multi-task Additive Models for Robust Estimation and Automatic Structure Discovery NeurIPS 2020 Multi-Task Learning with User Preferences: Gradient Descent with Controlled Ascent in Pareto Optimization ICML 2020 Multivariate Probability Calibration with Isotonic Bernstein Polynomials IJCAI 2020 Myersonian Regression NeurIPS 2020 NanoFlow: Scalable Normalizing Flows with Sublinear Parameter Complexity NeurIPS 2020 NAS-Bench-1Shot1: Benchmarking and Dissecting One-shot Neural Architecture Search ICLR 2020 NAS evaluation is frustratingly hard ICLR 2020 Natural Policy Gradient Primal-Dual Method for Constrained Markov Decision Processes NeurIPS 2020 Near-linear time Gaussian process optimization with adaptive batching and resparsification ICML 2020 Near-Optimal Algorithms for Minimax Optimization COLT 2020 Neural Approximate Dynamic Programming for On-Demand Ride-Pooling AAAI 2020 Neural Architecture Generator Optimization NeurIPS 2020 Neural Architecture Search in A Proxy Validation Loss Landscape ICML 2020 Neural Architecture Search on Acoustic Scene Classification Interspeech 2020 Neural Architecture Search Using Deep Neural Networks and Monte Carlo Tree Search AAAI 2020