Search All 2022 Events
 

16 Results

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Workshop
Data-heterogeneity-aware Mixing for Decentralized Learning
Yatin Dandi · Anastasiia Koloskova · Martin Jaggi · Sebastian Stich
Poster
Tue 14:00 Data-IQ: Characterizing subgroups with heterogeneous outcomes in tabular data
Nabeel Seedat · Jonathan Crabbé · Ioana Bica · Mihaela van der Schaar
Poster
Tue 14:00 Gaussian Copula Embeddings
Chien Lu · Jaakko Peltonen
Poster
Tue 9:00 Subspace Recovery from Heterogeneous Data with Non-isotropic Noise
John Duchi · Vitaly Feldman · Lunjia Hu · Kunal Talwar
Workshop
Preserving privacy with PATE for heterogeneous data
Akshay Dodwadmath · Sebastian Stich
Workshop
Fri 7:15 Asynchronous Optimization: Delays, Stability, and the Impact of Data Heterogeneity - Q&A
Workshop
Fri 6:57 Asynchronous Optimization: Delays, Stability, and the Impact of Data Heterogeneity
Konstantin Mishchenko
Poster
Wed 14:00 Causal Discovery in Heterogeneous Environments Under the Sparse Mechanism Shift Hypothesis
Ronan Perry · Julius von Kügelgen · Bernhard Schölkopf
Workshop
Fri 13:48 On the Unreasonable Effectiveness of Federated Averaging with Heterogenous Data - Q&A
Poster
Thu 14:00 Mean Estimation with User-level Privacy under Data Heterogeneity
Rachel Cummings · Vitaly Feldman · Audra McMillan · Kunal Talwar
Workshop
Fri 13:30 On the Unreasonable Effectiveness of Federated Averaging with Heterogenous Data
Jianyu Wang
Workshop
Fri 15:48 Sample-Specific Contextualized Graphical Models Using Clinical and Molecular Data Reveal Transcriptional Network Heterogeneity Across 7000 Tumors
Caleb Ellington · Ben Lengerich · Thomas Watkins · Jiekun Yang · Manolis Kellis · Eric Xing