What Breaks The Curse of Dimensionality in Deep Learning? May 21, 2021 Deep Learning Open-Ended Question Answering
— Unverified 0Unifying lower bounds on prediction dimension of convex surrogates May 21, 2021 Open-Ended Question Answering Prediction
— Unverified 0Importance-related Fillers Improve the Classification Accuracy of the Response Time Concealed Information Test in a Crime Scenario May 1, 2021 Diagnostic Open-Ended Question Answering
— Unverified 0Online Product Feature Recommendations with Interpretable Machine Learning Apr 28, 2021 BIG-bench Machine Learning Interpretable Machine Learning
— Unverified 0Reinforcement Learning using Guided Observability Apr 22, 2021 Decision Making MuJoCo
— Unverified 0Exploiting Learned Policies in Focal Search Apr 21, 2021 Open-Ended Question Answering
— Unverified 0Locally Private k-Means in One Round Apr 20, 2021 Clustering Open-Ended Question Answering
— Unverified 0ASBERT: Siamese and Triplet network embedding for open question answering Apr 17, 2021 Answer Selection Network Embedding
— Unverified 0Training Humans to Train Robots Dynamic Motor Skills Apr 17, 2021 Open-Ended Question Answering
— Unverified 0Controlling extended criticality via modular connectivity Apr 16, 2021 Open-Ended Question Answering
— Unverified 0Towards understanding the power of quantum kernels in the NISQ era Mar 31, 2021 Open-Ended Question Answering Quantum Machine Learning
— Unverified 0An Efficient Method for the Classification of Croplands in Scarce-Label Regions Mar 17, 2021 Classification Domain Adaptation
Code Code Available 0Linear Bandits on Uniformly Convex Sets Mar 10, 2021 Open-Ended Question Answering
— Unverified 0Non-asymptotic Confidence Intervals of Off-policy Evaluation: Primal and Dual Bounds Mar 9, 2021 Off-policy evaluation Open-Ended Question Answering
— Unverified 0Non-invasive Self-attention for Side Information Fusion in Sequential Recommendation Mar 5, 2021 Open-Ended Question Answering Recommendation Systems
— Unverified 0Fine-Grained Off-Road Semantic Segmentation and Mapping via Contrastive Learning Mar 5, 2021 Binary Classification Contrastive Learning
— Unverified 0Fine-Grained Complexity and Algorithms for the Schulze Voting Method Mar 5, 2021 Open-Ended Question Answering
— Unverified 0SCALE SPACE FLOW WITH AUTOREGRESSIVE PRIORS Mar 4, 2021 Dimensionality Reduction Open-Ended Question Answering
— Unverified 0Adversarial defense for automatic speaker verification by cascaded self-supervised learning models Feb 14, 2021 Adversarial Defense Open-Ended Question Answering
— Unverified 0Mixed Nash Equilibria in the Adversarial Examples Game Feb 13, 2021 Open-Ended Question Answering
— Unverified 0Expected utility theory on mixture spaces without the completeness axiom Feb 13, 2021 Open-Ended Question Answering
— Unverified 0A Large Batch Optimizer Reality Check: Traditional, Generic Optimizers Suffice Across Batch Sizes Feb 12, 2021 Image Classification Open-Ended Question Answering
— Unverified 0A Critical Look at the Consistency of Causal Estimation With Deep Latent Variable Models Feb 12, 2021 Causal Inference Open-Ended Question Answering
— Unverified 0On Query-efficient Planning in MDPs under Linear Realizability of the Optimal State-value Function Feb 3, 2021 Open-Ended Question Answering
— Unverified 0Linear Frequency Principle Model to Understand the Absence of Overfitting in Neural Networks Jan 30, 2021 Open-Ended Question Answering
— Unverified 0Learning-based vs Model-free Adaptive Control of a MAV under Wind Gust Jan 29, 2021 Deep Reinforcement Learning Open-Ended Question Answering
— Unverified 0Achieving Linear Speedup with Partial Worker Participation in Non-IID Federated Learning Jan 27, 2021 Federated Learning Open-Ended Question Answering
— Unverified 0Particle Swarm Optimization: Development of a General-Purpose Optimizer Jan 25, 2021 Evolutionary Algorithms Open-Ended Question Answering
— Unverified 0Episodic memory governs choices: An RNN-based reinforcement learning model for decision-making task Jan 24, 2021 Decision Making Hippocampus
— Unverified 0Adversarial Laws of Large Numbers and Optimal Regret in Online Classification Jan 22, 2021 General Classification Open-Ended Question Answering
— Unverified 0Will Artificial Intelligence supersede Earth System and Climate Models? Jan 22, 2021 Open-Ended Question Answering
— Unverified 0Pareto GAN: Extending the Representational Power of GANs to Heavy-Tailed Distributions Jan 22, 2021 Epidemiology Open-Ended Question Answering
— Unverified 0Mean-field approximations of networks of spiking neurons with short-term synaptic plasticity Jan 15, 2021 Open-Ended Question Answering
— Unverified 0Understanding the Effect of Out-of-distribution Examples and Interactive Explanations on Human-AI Decision Making Jan 13, 2021 Decision Making Open-Ended Question Answering
— Unverified 0Drift anticipation with forgetting to improve evolving fuzzy system Jan 7, 2021 Open-Ended Question Answering
— Unverified 0Wasserstein barycenters are NP-hard to compute Jan 4, 2021 Open-Ended Question Answering
— Unverified 0Modularity maximisation for graphons Jan 2, 2021 Community Detection Open-Ended Question Answering
Code Code Available 0Net-DNF: Effective Deep Modeling of Tabular Data Jan 1, 2021 feature selection Inductive Bias
— Unverified 0THDA: Treasure Hunt Data Augmentation for Semantic Navigation Jan 1, 2021 Data Augmentation Navigate
— Unverified 0Dissecting graph measures performance for node clustering in LFR parameter space Jan 1, 2021 Clustering Node Clustering
— Unverified 0On the Marginal Regret Bound Minimization of Adaptive Methods Jan 1, 2021 Deep Learning Open-Ended Question Answering
— Unverified 0Bridging Cost-sensitive and Neyman-Pearson Paradigms for Asymmetric Binary Classification Dec 29, 2020 Binary Classification General Classification
Code Code Available 0Growth, development, and structural change at the firm-level: The example of the PR China Dec 28, 2020 Open-Ended Question Answering
— Unverified 0Ultra-Fast, Low-Storage, Highly Effective Coarse-grained Selection in Retrieval-based Chatbot by Using Deep Semantic Hashing Dec 17, 2020 Chatbot Open-Ended Question Answering
Code Code Available 0Is FFT Fast Enough for Beyond-5G Communications? Dec 14, 2020 Open-Ended Question Answering
— Unverified 0Streaming Algorithms for Stochastic Multi-armed Bandits Dec 9, 2020 Multi-Armed Bandits Open-Ended Question Answering
— Unverified 0Profile Prediction: An Alignment-Based Pre-Training Task for Protein Sequence Models Dec 1, 2020 Language Modeling Language Modelling
— Unverified 0Designing Templates for Eliciting Commonsense Knowledge from Pretrained Sequence-to-Sequence Models Dec 1, 2020 Multiple-choice Natural Language Understanding
— Unverified 0Predicting Prostate Cancer-Specific Mortality with A.I.-based Gleason Grading Nov 25, 2020 Management Open-Ended Question Answering
— Unverified 0Experiments on transfer learning architectures for biomedical relation extraction Nov 24, 2020 Open-Ended Question Answering Relation
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