Search Results for author: Rashish Tandon

Found 5 papers, 1 papers with code

Gradient Coding

2 code implementations10 Dec 2016 Rashish Tandon, Qi Lei, Alexandros G. Dimakis, Nikos Karampatziakis

We propose a novel coding theoretic framework for mitigating stragglers in distributed learning.

Kernel Ridge Regression via Partitioning

no code implementations5 Aug 2016 Rashish Tandon, Si Si, Pradeep Ravikumar, Inderjit Dhillon

In this paper, we investigate a divide and conquer approach to Kernel Ridge Regression (KRR).

Clustering Generalization Bounds +1

On the Information Theoretic Limits of Learning Ising Models

no code implementations NeurIPS 2014 Karthikeyan Shanmugam, Rashish Tandon, Alexandros G. Dimakis, Pradeep Ravikumar

We provide a general framework for computing lower-bounds on the sample complexity of recovering the underlying graphs of Ising models, given i. i. d samples.

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