2CP: Decentralized Protocols to Transparently Evaluate Contributivity in Blockchain Federated Learning Environments Nov 15, 2020 Federated Learning Model Poisoning
— Unverified 0Fluctuation spectra of large random dynamical systems reveal hidden structure in ecological networks Nov 10, 2020 Open-Ended Question Answering
— Unverified 0Stable Sample Compression Schemes: New Applications and an Optimal SVM Margin Bound Nov 9, 2020 Generalization Bounds Open-Ended Question Answering
Code Code Available 0Results of a Single Blind Literary Taste Test with Short Anonymized Novel Fragments Nov 3, 2020 BIG-bench Machine Learning Open-Ended Question Answering
Code Code Available 0How Much Over-parameterization Is Sufficient to Learn Deep ReLU Networks? Oct 23, 2020 Open-Ended Question Answering
— Unverified 0Increasing Depth Leads to U-Shaped Test Risk in Over-parameterized Convolutional Networks Oct 19, 2020 image-classification Image Classification
— Unverified 0Finding Physical Adversarial Examples for Autonomous Driving with Fast and Differentiable Image Compositing Oct 17, 2020 Autonomous Driving Bayesian Optimization
Code Code Available 0Cluster Activation Mapping with Applications to Medical Imaging Oct 9, 2020 Clustering Decision Making
— Unverified 0Evaluating and Characterizing Human Rationales Oct 9, 2020 Open-Ended Question Answering
Code Code Available 0Duff: A Dataset-Distance-Based Utility Function Family for the Exponential Mechanism Oct 8, 2020 Open-Ended Question Answering Sensitivity
— Unverified 0Can You Trust Your Pose? Confidence Estimation in Visual Localization Oct 1, 2020 Autonomous Navigation Camera Pose Estimation
— Unverified 0Tackling unsupervised multi-source domain adaptation with optimism and consistency Sep 29, 2020 Domain Adaptation Open-Ended Question Answering
Code Code Available 0Transfer among Agents: An Efficient Multiagent Transfer Learning Framework Sep 28, 2020 Open-Ended Question Answering Reinforcement Learning (RL)
— Unverified 0Influence of segmentation accuracy in structural MR head scans on electric field computation for TMS and tES Sep 25, 2020 Open-Ended Question Answering Segmentation
— Unverified 0The Next Era of American Law Amid the Advent of Autonomous AI Legal Reasoning Sep 21, 2020 Legal Reasoning Open-Ended Question Answering
— Unverified 0On Distributed Differential Privacy and Counting Distinct Elements Sep 21, 2020 Open-Ended Question Answering
— Unverified 0Skeletonization and Reconstruction based on Graph Morphological Transformations Sep 16, 2020 Open-Ended Question Answering
— Unverified 0Detecting and adapting to crisis pattern with context based Deep Reinforcement Learning Sep 7, 2020 Autonomous Driving Deep Reinforcement Learning
— Unverified 0SCG-Net: Self-Constructing Graph Neural Networks for Semantic Segmentation Sep 3, 2020 Graph Reconstruction Open-Ended Question Answering
— Unverified 0The Effects of Skin Lesion Segmentation on the Performance of Dermatoscopic Image Classification Aug 28, 2020 Binary Classification Classification
Code Code Available 0Selective Particle Attention: Visual Feature-Based Attention in Deep Reinforcement Learning Aug 26, 2020 Deep Reinforcement Learning Multiple-choice
— Unverified 0Robust Reinforcement Learning: A Case Study in Linear Quadratic Regulation Aug 25, 2020 Open-Ended Question Answering reinforcement-learning
— Unverified 0Obtaining Adjustable Regularization for Free via Iterate Averaging Aug 15, 2020 Open-Ended Question Answering
Code Code Available 0RAF-AU Database: In-the-Wild Facial Expressions with Subjective Emotion Judgement and Objective AU Annotations Aug 12, 2020 Facial Expression Recognition Facial Expression Recognition (FER)
— Unverified 0Efficient Integration of Multi-channel Information for Speaker-independent Speech Separation Aug 11, 2020 Deep Clustering Open-Ended Question Answering
— Unverified 0Transferring Inter-Class Correlation Aug 11, 2020 Open-Ended Question Answering
— Unverified 0Quantum versus Classical Generative Modelling in Finance Aug 3, 2020 BIG-bench Machine Learning Open-Ended Question Answering
— Unverified 0UNIPoint: Universally Approximating Point Processes Intensities Jul 28, 2020 Open-Ended Question Answering Point Processes
— Unverified 0Characterizing the Effect of Sentence Context on Word Meanings: Mapping Brain to Behavior Jul 27, 2020 Open-Ended Question Answering Sentence
— Unverified 0Approximately Optimal Binning for the Piecewise Constant Approximation of the Normalized Unexplained Variance (nUV) Dissimilarity Measure Jul 24, 2020 Open-Ended Question Answering Template Matching
— Unverified 0MI^2GAN: Generative Adversarial Network for Medical Image Domain Adaptation using Mutual Information Constraint Jul 22, 2020 Domain Adaptation Generative Adversarial Network
— Unverified 0On the Convergence of Reinforcement Learning with Monte Carlo Exploring Starts Jul 21, 2020 Open-Ended Question Answering reinforcement-learning
— Unverified 0Learn to Propagate Reliably on Noisy Affinity Graphs Jul 17, 2020 Graph Neural Network Open-Ended Question Answering
— Unverified 0How Retroactivity Affects the Behavior of Incoherent Feed-Forward Loops Jul 15, 2020 Open-Ended Question Answering
— Unverified 0Stochastic Stein Discrepancies Jul 6, 2020 Open-Ended Question Answering
Code Code Available 0Knowledge Distillation Beyond Model Compression Jul 3, 2020 Knowledge Distillation model
— Unverified 0Compositionality and Capacity in Emergent Languages Jul 1, 2020 Open-Ended Question Answering Systematic Generalization
— Unverified 0Robust Linear Regression: Optimal Rates in Polynomial Time Jun 29, 2020 Open-Ended Question Answering regression
— Unverified 0BoXHED: Boosted eXact Hazard Estimator with Dynamic covariates Jun 25, 2020 Open-Ended Question Answering Survival Analysis
Code Code Available 0Automatic Tuning of Stochastic Gradient Descent with Bayesian Optimisation Jun 25, 2020 Bayesian Optimisation Gaussian Processes
— Unverified 0On the Empirical Neural Tangent Kernel of Standard Finite-Width Convolutional Neural Network Architectures Jun 24, 2020 Open-Ended Question Answering
— Unverified 0Algorithms and SQ Lower Bounds for PAC Learning One-Hidden-Layer ReLU Networks Jun 22, 2020 Open-Ended Question Answering PAC learning
— Unverified 0On the Divergence of Decentralized Non-Convex Optimization Jun 20, 2020 Open-Ended Question Answering
— Unverified 0A Bayesian Evaluation Framework for Subjectively Annotated Visual Recognition Tasks Jun 20, 2020 Age Estimation Attribute
Code Code Available 0On Sparsity in Overparametrised Shallow ReLU Networks Jun 18, 2020 Open-Ended Question Answering
— Unverified 0Rethinking the Role of Gradient-Based Attribution Methods for Model Interpretability Jun 16, 2020 Open-Ended Question Answering
Code Code Available 0Fourier Sparse Leverage Scores and Approximate Kernel Learning Jun 12, 2020 Active Learning Open-Ended Question Answering
— Unverified 0DNF-Net: A Neural Architecture for Tabular Data Jun 11, 2020 feature selection Inductive Bias
— Unverified 0The Strength of Nesterov's Extrapolation in the Individual Convergence of Nonsmooth Optimization Jun 8, 2020 BIG-bench Machine Learning Open-Ended Question Answering
— Unverified 0Attribute-Efficient Learning of Halfspaces with Malicious Noise: Near-Optimal Label Complexity and Noise Tolerance Jun 6, 2020 Active Learning Attribute
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