3 citations · 6 across the 7 of their papers we have counts for
8 papers
Testing Partially-Identifiable Causal Queries Using Ternary Tests
Sourbh Bhadane, Joris M. Mooij, Philip Boeken +1
We consider hypothesis testing of binary causal queries using observational data. Since the mapping of causal models to the observational distribution that they induce is not one-t…
Revisiting the Berkeley Admissions data: Statistical Tests for Causal Hypotheses
Sourbh Bhadane, Joris M. Mooij, Philip Boeken +1
Reasoning about fairness through correlation-based notions is rife with pitfalls. The 1973 University of California, Berkeley graduate school admissions case from Bickel et. al. (1…
Do Neural Networks Compress Manifolds Optimally?
Sourbh Bhadane, Aaron B. Wagner, Johannes Ballé
Artificial Neural-Network-based (ANN-based) lossy compressors have recently obtained striking results on several sources. Their success may be ascribed to an ability to identify th…
On One-Bit Quantization
Sourbh Bhadane, Aaron B. Wagner
We consider the one-bit quantizer that minimizes the mean squared error for a source living in a real Hilbert space. The optimal quantizer is a projection followed by a thresholdin…
Principal Bit Analysis: Autoencoding with Schur-Concave Loss
Sourbh Bhadane, Aaron B. Wagner, Jayadev Acharya
We consider a linear autoencoder in which the latent variables are quantized, or corrupted by noise, and the constraint is Schur-concave in the set of latent variances. Although fi…
Estimating Entropy of Distributions in Constant Space
Jayadev Acharya, Sourbh Bhadane, Piotr Indyk +1
We consider the task of estimating the entropy of -ary distributions from samples in the streaming model, where space is limited. Our main contribution is an algorithm that requ…
IITMSAT Communications System : A LeanSat Design Approach
Akshay Gulati, Shubham Chavan, Joseph Samuel +10
IITMSAT is a student-built nano satellite mission of Indian Institute of Technology Madras, Chennai, India. The objective is to study the precipitation of high energy electrons and…
Irregular Recovery and Unequal Locality for Locally Recoverable Codes with Availability
Sourbh Bhadane, Andrew Thangaraj
A code is said to be a Locally Recoverable Code (LRC) with availability if every coordinate can be recovered from multiple disjoint sets of other coordinates called recovering sets…