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— Unverified 0Average-case Analysis of the Assignment Problem with Independent Preferences Jun 1, 2019 Open-Ended Question Answering
— Unverified 0Reinforcement Learning using Guided Observability Apr 22, 2021 Decision Making MuJoCo
— Unverified 0Reinforcement Learning via AIXI Approximation Jul 13, 2010 General Reinforcement Learning Open-Ended Question Answering
— Unverified 0Relative Maximum Likelihood Updating of Ambiguous Beliefs Nov 6, 2019 Open-Ended Question Answering
— Unverified 0Repeatability of evolution on epistatic landscapes Mar 19, 2015 Open-Ended Question Answering
— Unverified 0Rethinking complex-valued deep neural networks for monaural speech enhancement Jan 11, 2023 Open-Ended Question Answering Speech Enhancement
— Unverified 0Rethinking Supervised Pre-training for Better Downstream Transferring Oct 12, 2021 Open-Ended Question Answering
— Unverified 0Fixed-Support Wasserstein Barycenters: Computational Hardness and Fast Algorithm Feb 12, 2020 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 0Re-Weighted Adversarial Adaptation Network for Unsupervised Domain Adaptation Jun 1, 2018 Domain Adaptation Open-Ended Question Answering
— Unverified 0Robust Linear Regression: Optimal Rates in Polynomial Time Jun 29, 2020 Open-Ended Question Answering regression
— Unverified 0Robust Reinforcement Learning: A Case Study in Linear Quadratic Regulation Aug 25, 2020 Open-Ended Question Answering reinforcement-learning
— Unverified 0Robust utility maximisation under proportional transaction costs for càdlàg price processes Nov 1, 2022 Open-Ended Question Answering
— Unverified 0Rotation-invariant clustering of neuronal responses in primary visual cortex May 1, 2020 Clustering Open-Ended Question Answering
— Unverified 0Rounding Sum-of-Squares Relaxations Dec 23, 2013 Open-Ended Question Answering
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— Unverified 0RSI-Net: Two-Stream Deep Neural Network for Remote Sensing Imagesbased Semantic Segmentation Sep 19, 2021 Open-Ended Question Answering Segmentation
— Unverified 0SAIL: Search-Augmented Instruction Learning May 24, 2023 Denoising Fact Checking
— Unverified 0SAMoSSA: Multivariate Singular Spectrum Analysis with Stochastic Autoregressive Noise May 25, 2023 Open-Ended Question Answering Time Series
— Unverified 0Sample Complexity of Learning Mixture of Sparse Linear Regressions Dec 1, 2019 compressed sensing Open-Ended Question Answering
— Unverified 0Sample Complexity of Learning Mixtures of Sparse Linear Regressions Oct 30, 2019 compressed sensing Open-Ended Question Answering
— Unverified 0Sample Complexity of Testing the Manifold Hypothesis Dec 1, 2010 Open-Ended Question Answering
— Unverified 0Sample Compression for Real-Valued Learners May 21, 2018 Open-Ended Question Answering regression
— Unverified 0SANTIS: Sampling-Augmented Neural neTwork with Incoherent Structure for MR image reconstruction Dec 8, 2018 Deep Learning Image Reconstruction
— Unverified 0Scalable Autonomous Vehicle Safety Validation through Dynamic Programming and Scene Decomposition Apr 14, 2020 Autonomous Driving Autonomous Vehicles
— Unverified 0Scalable Multi-Agent Inverse Reinforcement Learning via Actor-Attention-Critic Feb 24, 2020 Open-Ended Question Answering reinforcement-learning
— Unverified 0Scalable Syntax-Aware Language Models Using Knowledge Distillation Jun 14, 2019 Knowledge Distillation Language Modeling
— Unverified 0Langevin DQN Feb 17, 2020 Computational Efficiency Open-Ended Question Answering
Code Code Available 0Knowledge of Knowledge: Exploring Known-Unknowns Uncertainty with Large Language Models May 23, 2023 Known Unknowns Open-Ended Question Answering
Code Code Available 0KALM: Knowledge-Aware Integration of Local, Document, and Global Contexts for Long Document Understanding Oct 8, 2022 document understanding Knowledge Graphs
Code Code Available 0TRB: A Novel Triplet Representation for Understanding 2D Human Body Oct 25, 2019 Conditional Image Generation Image Generation
Code Code Available 0Last-Layer Fairness Fine-tuning is Simple and Effective for Neural Networks Apr 8, 2023 Fairness Open-Ended Question Answering
Code Code Available 0A Bayesian Evaluation Framework for Subjectively Annotated Visual Recognition Tasks Jun 20, 2020 Age Estimation Attribute
Code Code Available 0Learned Sorted Table Search and Static Indexes in Small Model Space Jul 19, 2021 Benchmarking Open-Ended Question Answering
Code Code Available 0Deep learning-based electroencephalography analysis: a systematic review Jan 16, 2019 Brain Decoding Deep Learning
Code Code Available 0FENCE: Feasible Evasion Attacks on Neural Networks in Constrained Environments Sep 23, 2019 domain classification Feature Engineering
Code Code Available 0Tackling unsupervised multi-source domain adaptation with optimism and consistency Sep 29, 2020 Domain Adaptation Open-Ended Question Answering
Code Code Available 0PWM2Vec: An Efficient Embedding Approach for Viral Host Specification from Coronavirus Spike Sequences Jan 6, 2022 Open-Ended Question Answering Specificity
Code Code Available 0Is Deeper Better only when Shallow is Good? Mar 8, 2019 Learning Theory Open-Ended Question Answering
Code Code Available 0Tight Regret Bounds for Single-pass Streaming Multi-armed Bandits Jun 3, 2023 Multi-Armed Bandits Open-Ended Question Answering
Code Code Available 0TernaryNet: Faster Deep Model Inference without GPUs for Medical 3D Segmentation using Sparse and Binary Convolutions Jan 29, 2018 3D Medical Imaging Segmentation Diagnostic
Code Code Available 0A Tree-based Decoder for Neural Machine Translation Aug 28, 2018 Decoder Machine Translation
Code Code Available 0Learning Progress Driven Multi-Agent Curriculum May 20, 2022 Multi-agent Reinforcement Learning Open-Ended Question Answering
Code Code Available 0Quantum Boosting using Domain-Partitioning Hypotheses Oct 25, 2021 Benchmarking Ensemble Learning
Code Code Available 0On the Benefit of Combining Neural, Statistical and External Features for Fake News Identification Dec 11, 2017 Fake News Detection Feature Engineering
Code Code Available 0Artificial Replay: A Meta-Algorithm for Harnessing Historical Data in Bandits Sep 30, 2022 Open-Ended Question Answering
Code Code Available 0Test Harder than You Train: Probing with Extrapolation Splits Nov 1, 2021 Diagnostic Open-Ended Question Answering
Code Code Available 0Exponential escape efficiency of SGD from sharp minima in non-stationary regime Nov 7, 2021 Open-Ended Question Answering
Code Code Available 0Adversarial and Perceptual Refinement for Compressed Sensing MRI Reconstruction Jun 28, 2018 compressed sensing MRI Reconstruction
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