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Learning Paradigms

2,054 papers (7 classified directly here)

Subtopics

Meta-Learning (973) Federated Learning (894) Curriculum Learning (202)

Papers per year

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Papers (including subtopics)

Complete Bottom-Up Predicate Invention in Meta-Interpretive Learning IJCAI 2020
Intent Preference Decoupling for User Representation on Online Recommender System IJCAI 2020
Understanding the Power and Limitations of Teaching with Imperfect Knowledge IJCAI 2020
Consistent MetaReg: Alleviating Intra-task Discrepancy for Better Meta-knowledge IJCAI 2020
Exploring Parameter Space with Structured Noise for Meta-Reinforcement Learning IJCAI 2020
Federated Meta-Learning for Fraudulent Credit Card Detection IJCAI 2020
Automatic Curriculum Learning For Deep RL: A Short Survey IJCAI 2020
A Multi-player Game for Studying Federated Learning Incentive Schemes IJCAI 2020
Evolutionary Algorithm Enhanced Neural Architecture Search for Text-Independent Speaker Verification INTERSPEECH 2020
A Federated Approach in Training Acoustic Models INTERSPEECH 2020
Learning Fast Adaptation on Cross-Accented Speech Recognition INTERSPEECH 2020
An Investigation of Few-Shot Learning in Spoken Term Classification INTERSPEECH 2020
One Model, Many Languages: Meta-Learning for Multilingual Text-to-Speech INTERSPEECH 2020
Meta-Learning for Short Utterance Speaker Recognition with Imbalance Length Pairs INTERSPEECH 2020
Domain-Invariant Speaker Vector Projection by Model-Agnostic Meta-Learning INTERSPEECH 2020
Universal Speech Transformer INTERSPEECH 2020
Self-paced Multi-view Co-training JMLR 2020
Distributed Kernel Ridge Regression with Communications JMLR 2020
Optimal Convergence for Distributed Learning with Stochastic Gradient Methods and Spectral Algorithms JMLR 2020
Sol: Fast Distributed Computation Over Slow Networks NSDI 2020
Orchard: Differentially Private Analytics at Scale OSDI 2020
On a possibility of gradual model-learning PGM 2020
Online Parameter-Free Learning of Multiple Low Variance Tasks UAI 2020
Few-Shot Learning of Video Action Recognition Only Based on Video Contents WACV 2020
Class-Discriminative Feature Embedding For Meta-Learning based Few-Shot Classification WACV 2020