Cross-Lingual QA as a Stepping Stone for Monolingual Open QA in Icelandic Jul 5, 2022 Language Modeling Language Modelling
— Unverified 0The Parallelism Tradeoff: Limitations of Log-Precision Transformers Jul 2, 2022 Open-Ended Question Answering
— Unverified 0Incorporating Centering Theory into Neural Coreference Resolution Jul 1, 2022 coreference-resolution Coreference Resolution
Code Code Available 0Reinforcement Learning Based Dynamic Model Combination for Time Series Forecasting Jun 28, 2022 Decision Making Ensemble Learning
— Unverified 0Tackling Spoofing-Aware Speaker Verification with Multi-Model Fusion Jun 18, 2022 Open-Ended Question Answering Speaker Verification
— Unverified 0Learning to Rank Rationales for Explainable Recommendation Jun 10, 2022 Explainable Recommendation Learning-To-Rank
Code Code Available 0When Does Adaptivity Help for Quantum State Learning? Jun 10, 2022 Open-Ended Question Answering
— Unverified 0A general approximation lower bound in L^p norm, with applications to feed-forward neural networks Jun 9, 2022 Open-Ended Question Answering
— Unverified 0Clustering with Queries under Semi-Random Noise Jun 9, 2022 Clustering Open-Ended Question Answering
— Unverified 0Learning to generate imaginary tasks for improving generalization in meta-learning Jun 9, 2022 image-classification Image Classification
— Unverified 0Benchmarking Bayesian neural networks and evaluation metrics for regression tasks Jun 8, 2022 Benchmarking Open-Ended Question Answering
— Unverified 0Scaling laws in global corporations as a benchmarking approach to assess environmental performance Jun 7, 2022 Benchmarking Open-Ended Question Answering
— Unverified 0Nearly Optimal Best-of-Both-Worlds Algorithms for Online Learning with Feedback Graphs Jun 2, 2022 Open-Ended Question Answering
— Unverified 0Reflections on 30 Years of Language Resource Development and Sharing Jun 1, 2022 Management Open-Ended Question Answering
— Unverified 03PSDF: Three-Pole Signed Distance Function for Learning Surfaces with Arbitrary Topologies May 31, 2022 Open-Ended Question Answering
— Unverified 0Most Equitable Voting Rules May 30, 2022 Fairness Open-Ended Question Answering
— Unverified 0HOUDINI: Escaping from Moderately Constrained Saddles May 27, 2022 Open-Ended Question Answering
— Unverified 0Mirror Descent Maximizes Generalized Margin and Can Be Implemented Efficiently May 25, 2022 Open-Ended Question Answering
— Unverified 0Beyond EM Algorithm on Over-specified Two-Component Location-Scale Gaussian Mixtures May 23, 2022 Open-Ended Question Answering parameter estimation
— Unverified 0POLTER: Policy Trajectory Ensemble Regularization for Unsupervised Reinforcement Learning May 23, 2022 Open-Ended Question Answering reinforcement-learning
— Unverified 0Towards biologically plausible Dreaming and Planning in recurrent spiking networks May 20, 2022 Autonomous Driving Model-based Reinforcement Learning
Code Code Available 0Learning Progress Driven Multi-Agent Curriculum May 20, 2022 Multi-agent Reinforcement Learning Open-Ended Question Answering
Code Code Available 0Memorization and Optimization in Deep Neural Networks with Minimum Over-parameterization May 20, 2022 Memorization Open-Ended Question Answering
— Unverified 0Pareto-Optimal Fairness-Utility Amortizations in Rankings with a DBN Exposure Model May 16, 2022 Fairness Open-Ended Question Answering
— Unverified 0Bacteriophage effect on parasitism resistance May 6, 2022 Open-Ended Question Answering
— Unverified 0Modality-specific Learning Rates for Effective Multimodal Additive Late-fusion May 1, 2022 Open-Ended Question Answering
— Unverified 0Human-AI Collaboration via Conditional Delegation: A Case Study of Content Moderation Apr 25, 2022 Open-Ended Question Answering
— Unverified 0A Computational Theory of Learning Flexible Reward-Seeking Behavior with Place Cells Apr 22, 2022 MuJoCo Open-Ended Question Answering
— Unverified 0Revisiting Vicinal Risk Minimization for Partially Supervised Multi-Label Classification Under Data Scarcity Apr 19, 2022 Multi-Label Classification MUlTI-LABEL-ClASSIFICATION
— Unverified 0Topology and geometry of data manifold in deep learning Apr 19, 2022 Deep Learning Face Recognition
— Unverified 0Cross-view Brain Decoding Apr 18, 2022 Brain Decoding Image Captioning
— Unverified 0Context-Aware Language Modeling for Goal-Oriented Dialogue Systems Apr 18, 2022 Goal-Oriented Dialogue Systems Language Modeling
— Unverified 0The comparative statics of persuasion Apr 14, 2022 Open-Ended Question Answering
— Unverified 0Data-Centric Green AI: An Exploratory Empirical Study Apr 6, 2022 Open-Ended Question Answering
Code Code Available 0Model Predictive Control for Fluid Human-to-Robot Handovers Mar 31, 2022 Model Predictive Control Open-Ended Question Answering
— Unverified 0Compositional optimization of quantum circuits for quantum kernels of support vector machines Mar 25, 2022 Bayesian Optimization BIG-bench Machine Learning
— Unverified 0Stability and Risk Bounds of Iterative Hard Thresholding Mar 17, 2022 compressed sensing Open-Ended Question Answering
— Unverified 0The Structured Abstain Problem and the Lovász Hinge Mar 16, 2022 Binary Classification Image Segmentation
— Unverified 0Occlusion Fields: An Implicit Representation for Non-Line-of-Sight Surface Reconstruction Mar 16, 2022 Open-Ended Question Answering Surface Reconstruction
— Unverified 0X-Learner: Learning Cross Sources and Tasks for Universal Visual Representation Mar 16, 2022 object-detection Object Detection
— Unverified 0Regret Bounds for Expected Improvement Algorithms in Gaussian Process Bandit Optimization Mar 15, 2022 Open-Ended Question Answering
— Unverified 0A Characterization of Multiclass Learnability Mar 3, 2022 Learning Theory Open-Ended Question Answering
— Unverified 0Fault-Tolerant Neural Networks from Biological Error Correction Codes Feb 25, 2022 Open-Ended Question Answering
— Unverified 0Overcoming a Theoretical Limitation of Self-Attention Feb 24, 2022 LEMMA Machine Translation
Code Code Available 0Parameterized Intractability for Multi-Winner Election under the Chamberlin-Courant Rule and the Monroe Rule Feb 24, 2022 Open-Ended Question Answering
— Unverified 0Partially Fake Audio Detection by Self-attention-based Fake Span Discovery Feb 14, 2022 Open-Ended Question Answering Question Answering
— Unverified 0Maximizing Communication Efficiency for Large-scale Training via 0/1 Adam Feb 12, 2022 Open-Ended Question Answering
Code Code Available 0On characterizations of learnability with computable learners Feb 10, 2022 Open-Ended Question Answering
— Unverified 0Complexity of Arithmetic in Warded Datalog+- Feb 10, 2022 Descriptive Knowledge Graphs
— Unverified 0A hypothesis-driven method based on machine learning for neuroimaging data analysis Feb 9, 2022 BIG-bench Machine Learning Experimental Design
— Unverified 0