Optimization

Boosting Robustness Certification of Neural Networks ICLR 2019 Bottleneck Potentials in Markov Random Fields ICCV 2019 Bounding Uncertainty for Active Batch Selection AAAI 2019 Bridging by Word: Image Grounded Vocabulary Construction for Visual Captioning ACL 2019 Bridging the Gap between Training and Inference for Neural Machine Translation ACL 2019 Calculating Optimistic Likelihoods Using (Geodesically) Convex Optimization NeurIPS 2019 Calibrated Stochastic Gradient Descent for Convolutional Neural Networks AAAI 2019 Canonical Soft Time Warping ACML 2019 Cap-and-Trade Emissions Regulation: A Strategic Analysis IJCAI 2019 CapsAndRuns: An Improved Method for Approximately Optimal Algorithm Configuration ICML 2019 Cascaded Algorithm-Selection and Hyper-Parameter Optimization with Extreme-Region Upper Confidence Bound Bandit IJCAI 2019 Cascaded Cross-Module Residual Learning Towards Lightweight End-to-End Speech Coding Interspeech 2019 Cascaded Projection: End-To-End Network Compression and Acceleration CVPR 2019 Causal Regularization NeurIPS 2019 Censored Semi-Bandits: A Framework for Resource Allocation with Censored Feedback NeurIPS 2019 CFM: Convolutional Factorization Machines for Context-Aware Recommendation IJCAI 2019 ChamNet: Towards Efficient Network Design Through Platform-Aware Model Adaptation CVPR 2019 Characterization of Convex Objective Functions and Optimal Expected Convergence Rates for SGD ICML 2019 Civic Crowdfunding for Agents with Negative Valuations and Agents with Asymmetric Beliefs IJCAI 2019 Classification of Semantic Paraphasias: Optimization of a Word Embedding Model NAACL 2019 Classification using margin pursuit AISTATS 2019 Clause Learning and New Bounds for Graph Coloring IJCAI 2019 Coarse-to-Fine Optimization for Speech Enhancement Interspeech 2019 Cogra: Concept-Drift-Aware Stochastic Gradient Descent for Time-Series Forecasting AAAI 2019 Collaborative Channel Pruning for Deep Networks ICML 2019