Concepedia

Kartik Ahuja

KA

8

Publications

229

Citations

8

H-Index

2015

Active since

Affiliations

IBM (United States)(Current)

Kartik Ahuja is an author at IBM (United States) specializing in engineering, data science, and computer science.

Top concepts

EngineeringData ScienceComputer ScienceMachine LearningProbabilityDeep LearningSupervised LearningStatisticsRisk ManagementNetwork Analysis

Publications per year

2015–2022

8

Publications

8

Invariance Principle Meets Information Bottleneck for\n Out-of-Distribution Generalization

Kartik Ahuja, Ethan Caballero, Dinghuai Zhang et al. · arXiv (Cornell University) · 2021 · 70 citations · Full text

Invariance Principle Meets Information Bottleneck for Out-of-Distribution Generalization

Kartik Ahuja, Ethan Caballero, Dinghuai Zhang · arXiv (Cornell University) · 2021 · 44 citations · Full text

Engineering, Machine Learning, Generalization Failures +18

Invariant Risk Minimization Games

Kartik Ahuja, Karthikeyan Shanmugam, Kush R. Varshney et al. · arXiv (Cornell University) · 2020 · 31 citations · Full text

Mathematical Programming, Artificial Intelligence, Engineering +22

SAND-mask: An Enhanced Gradient Masking Strategy for the Discovery of Invariances in Domain Generalization

Soroosh Shahtalebi, Jean-Christophe Gagnon-Audet, Touraj Laleh et al. · arXiv (Cornell University) · 2021 · 22 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +20

Distributed Interference Management Policies for Heterogeneous Small Cell Networks

Kartik Ahuja, Yuanzhang Xiao, Mihaela van der Schaar · IEEE Journal on Selected Areas in Communications · 2015 · 21 citations

Engineering, Edge Computing, Network Analysis +10

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