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Code Code Available 0On the Convergence of Heterogeneous Federated Learning with Arbitrary Adaptive Online Model Pruning Jan 27, 2022 Federated Learning Open-Ended Question Answering
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Code Code Available 0Universal Online Learning with Bounded Loss: Reduction to Binary Classification Dec 29, 2021 Binary Classification Classification
— Unverified 0Exploring the Impact of Virtualization on the Usability of the Deep Learning Applications Dec 17, 2021 CPU GPU
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Code Code Available 0On the Value of Infinite Gradients in Variational Autoencoder Models Dec 1, 2021 feature selection Open-Ended Question Answering
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— Unverified 0Simple Stochastic and Online Gradient DescentAlgorithms for Pairwise Learning Nov 23, 2021 Generalization Bounds Metric Learning
Code Code Available 0Dynamic Regret for Strongly Adaptive Methods and Optimality of Online KRR Nov 22, 2021 Open-Ended Question Answering regression
— Unverified 0Uncertainty Quantification of Surrogate Explanations: an Ordinal Consensus Approach Nov 17, 2021 Diversity Open-Ended Question Answering
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— Unverified 0Self-Interpretable Model with TransformationEquivariant Interpretation Nov 9, 2021 model Open-Ended Question Answering
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— Unverified 0Exponential escape efficiency of SGD from sharp minima in non-stationary regime Nov 7, 2021 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 0Do pretrained transformers infer telicity like humans? Nov 1, 2021 Open-Ended Question Answering
— Unverified 0Mobility-Dependent and Mobility-Compensated Effective Reproduction Number of COVID-19 Viral Variants: New Metric for Infectivity Evaluation Nov 1, 2021 Management Open-Ended Question Answering
— Unverified 0InfoGCL: Information-Aware Graph Contrastive Learning Oct 28, 2021 Contrastive Learning Graph Classification
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Code Code Available 0Assessing Evaluation Metrics for Speech-to-Speech Translation Oct 26, 2021 Machine Translation Open-Ended Question Answering
— Unverified 0Quantum Boosting using Domain-Partitioning Hypotheses Oct 25, 2021 Benchmarking Ensemble Learning
Code Code Available 0Post-Regularization Confidence Bands for Ordinary Differential Equations Oct 24, 2021 Open-Ended Question Answering
— Unverified 0Stochastic facilitation in heteroclinic communication channels Oct 23, 2021 Open-Ended Question Answering
— Unverified 0Optimizing Multi-Taper Features for Deep Speaker Verification Oct 21, 2021 Open-Ended Question Answering Speaker Verification
— Unverified 0REAL-M: Towards Speech Separation on Real Mixtures Oct 20, 2021 Open-Ended Question Answering Speech Separation
Code Code Available 0More Efficient Exploration with Symbolic Priors on Action Sequence Equivalences Oct 20, 2021 Efficient Exploration Open-Ended Question Answering
— Unverified 0Result Diversification by Multi-objective Evolutionary Algorithms with Theoretical Guarantees Oct 18, 2021 Diversity Document Summarization
Code Code Available 0Understanding Multimodal Procedural Knowledge by Sequencing Multimodal Instructional Manuals Oct 16, 2021 Common Sense Reasoning Open-Ended Question Answering
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