51 citations · 127 across the 23 of their papers we have counts for
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cs.LG2022
Block Format Error Bounds and Optimal Block Size Selection
Ilya Soloveychik, Ilya Lyubomirsky, Xin Wang +1
The amounts of data that need to be transmitted, processed, and stored by the modern deep neural networks have reached truly enormous volumes in the last few years calling for the…
cs.IT2022
Lower Bounds on the Error Probability for Invariant Causal Prediction
Austin Goddard, Yu Xiang, Ilya Soloveychik
It is common practice to collect observations of feature and response pairs from different environments. A natural question is how to identify features that have consistent predict…