conftrace_

heterogeneous datum

119 papers

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Co-occurring keywords

federated learning (1333) distributed learning (563) representation learning (6206) data heterogeneity (115) domain adaptation (4595) large language model (13587) model aggregation (156) knowledge distillation (3725) client-server architecture (44) communication efficiency (297)

Papers

Distributed Training with Heterogeneous Data: Bridging Median- and Mean-Based Algorithms NIPS 2020
End-to-End Multi-Perspective Matching for Entity Resolution IJCAI 2019
Multi-Group Encoder-Decoder Networks to Fuse Heterogeneous Data for Next-Day Air Quality Prediction IJCAI 2019
AE2-Nets: Autoencoder in Autoencoder Networks CVPR 2019
Social Media-based User Embedding: A Literature Review IJCAI 2019
Iterative Bayesian Learning for Crowdsourced Regression AISTATS 2019
Sparse Multi-Channel Variational Autoencoder for the Joint Analysis of Heterogeneous Data ICML 2019
LAG: Lazily Aggregated Gradient for Communication-Efficient Distributed Learning NIPS 2018
Causal Discovery from Nonstationary/Heterogeneous Data: Skeleton Estimation and Orientation Determination IJCAI 2017
A Novel Cascade Model for Learning Latent Similarity from Heterogeneous Sequential Data of MOOC EMNLP 2017
Learning the Network Structure of Heterogeneous Data via Pairwise Exponential Markov Random Fields AISTATS 2017
A Progressive Learning Approach to Chinese SRL Using Heterogeneous Data ACL 2017
Self-paced Mixture of Regressions IJCAI 2017
Soft-Margin Mixture of Regressions CVPR 2017
Video Synopsis by Heterogeneous Multi-source Correlation ICCV 2013
Towards Integrative Causal Analysis of Heterogeneous Data Sets and Studies JMLR 2012
There’s a Hole in My Data Space: Piecewise Predictors for Heterogeneous Learning Problems AISTATS 2012
Learning Multi-modal Similarity JMLR 2011
Heterogeneous Component Analysis NIPS 2007