Optimization

Equi-normalization of Neural Networks ICLR 2019 Equitable Allocations of Indivisible Goods IJCAI 2019 Escaping Saddle Points with Adaptive Gradient Methods ICML 2019 Estimate Sequences for Variance-Reduced Stochastic Composite Optimization ICML 2019 Ethically Aligned Mobilization of Community Effort to Reposition Shared Bikes AAAI 2019 Evaluating Robustness of Neural Networks with Mixed Integer Programming ICLR 2019 Event Cameras, Contrast Maximization and Reward Functions: An Analysis CVPR 2019 Evolving Space-Time Neural Architectures for Videos ICCV 2019 Exact Adversarial Attack to Image Captioning via Structured Output Learning With Latent Variables CVPR 2019 Exact and Approximate Weighted Model Integration with Probability Density Functions Using Knowledge Compilation AAAI 2019 Exact Gaussian Processes on a Million Data Points NeurIPS 2019 Exact inference in structured prediction NeurIPS 2019 Experience Replay Optimization IJCAI 2019 Experimenting with Power Divergences for Language Modeling EMNLP 2019 Explicit Explore-Exploit Algorithms in Continuous State Spaces NeurIPS 2019 Explicitly Imposing Constraints in Deep Networks via Conditional Gradients Gives Improved Generalization and Faster Convergence AAAI 2019 Exploiting Kernel Sparsity and Entropy for Interpretable CNN Compression CVPR 2019 Exploiting the Sign of the Advantage Function to Learn Deterministic Policies in Continuous Domains IJCAI 2019 Explore Truthful Incentives for Tasks with Heterogenous Levels of Difficulty in the Sharing Economy IJCAI 2019 Exploring Fast and Communication-Efficient Algorithms in Large-Scale Distributed Networks AISTATS 2019 Exponential convergence rates for Batch Normalization: The power of length-direction decoupling in non-convex optimization AISTATS 2019 Exponential Family Estimation via Adversarial Dynamics Embedding NeurIPS 2019 Exponential Weights on the Hypercube in Polynomial Time AISTATS 2019 Extending the E-Model Towards Super-Wideband and Fullband Speech Communication Scenarios Interspeech 2019 FABA: An Algorithm for Fast Aggregation against Byzantine Attacks in Distributed Neural Networks IJCAI 2019