1 citations · 1 across the 3 of their papers we have counts for
4 papers
A Geometric Approach to Steerable Convolutions
Soumyabrata Kundu, Risi Kondor
In contrast to the somewhat abstract, group theoretical approach adopted by many papers, our work provides a new and more intuitive derivation of steerable convolutional neural net…
Sensitivity Analysis for the Test-Negative Design
Soumyabrata Kundu, Peng Ding, Jingshu Wang +1
The test-negative design has become popular for evaluating the effectiveness of post-licensure vaccines using observational data. In addition to its logistical convenience on data…
Steerable Transformers for Volumetric Data
Soumyabrata Kundu, Risi Kondor
We introduce Steerable Transformers, an extension of the Vision Transformer mechanism that maintains equivariance to the special Euclidean group . We propose an equ…
Optimal heteroskedasticity testing in nonparametric regression
Subhodh Kotekal, Soumyabrata Kundu
Heteroskedasticity testing in nonparametric regression is a classic statistical problem with important practical applications, yet fundamental limits are unknown. Adopting a minima…