Cost-Sensitive Portfolio Selection via Deep Reinforcement Learning. Zero-Shot Cross-Lingual Transfer with Meta Learning. Private Mean Estimation of Heavy-Tailed Distributions. Guided Constrained Policy Optimization for Dynamic Quadrupedal Robot Locomotion. PAC-Bayesian Meta-learning with Implicit Prior. How to Solve Fair $k$-Center in Massive Data …

Interactive Natural Language-based Person Search. Data Mining in Clinical Trial Text: Transformers for Classification and Question Answering Tasks. A Comparison of Metric Learning Loss Functions for End-To-End Speaker Verification. Bayesian Neural Networks With Maximum Mean Discrepancy Regularization. On Identifying Hashtags in Disaster Twitter Dat …

Synaptic Metaplasticity in Binarized Neural Networks. Hierarchical Neural Architecture Search for Single Image Super-Resolution. Meta-Learning across Meta-Tasks for Few-Shot Learning. Few-Shot Learning as Domain Adaptation: Algorithm and Analysis. Simultaneous Navigation and Radio Mapping for Cellular-Connected UAV with Deep Reinforcement Learning. …

Can Embeddings Adequately Represent Medical Terminology? New Large-Scale Medical Term Similarity Datasets Have the Answer!. Adaptive Propagation Graph Convolutional Network. Constant-Delay Enumeration for Nondeterministic Document Spanners. The Two-Pass Softmax Algorithm. Block Hankel Tensor ARIMA for Multiple Short Time Series Forecasting. Predict …

Cut-Based Graph Learning Networks to Discover Compositional Structure of Sequential Video Data. High–Dimensional Brain in a High-Dimensional World: Blessing of Dimensionality. Incremental Learning In Online Scenario. DriftSurf: A Risk-competitive Learning Algorithm under Concept Drift. EGGS: A Flexible Approach to Relational Modeling of Social Net …

Missing-Class-Robust Domain Adaptation by Unilateral Alignment for Fault Diagnosis. Tropical Support Vector Machine and its Applications to Phylogenomics. Leverage the Average: an Analysis of Regularization in RL. Improve SGD Training via Aligning Mini-batches. Understanding Cross-Lingual Syntactic Transfer in Multilingual Recurrent Neural Networks …

Explore Aggressively, Update Conservatively: Stochastic Extragradient Methods with Variable Stepsize Scaling. XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual Generalization. Deep Inverse Feature Learning: A Representation Learning of Error. Distributed No-Regret Learning in Multi-Agent Systems. Towards Multi-persp …

Natural- to formal-language generation using Tensor Product Representations. Towards trustworthy predictions from deep neural networks with fast adversarial calibration. Deep Randomized Least Squares Value Iteration. Language-independent Cross-lingual Contextual Representations. Safe Policy Learning for Continuous Control. Lattice Representation Le …