Ioannis Mitliagkas - Concepedia

Author

Ioannis Mitliagkas

Also Known As

Arnal, Charles, Bengio, Yoshua, I. Mitliagkas, Ioannis Mitliagkas, Jolicoeur-Martineau, Alexia, Mitliagkas, Ioannis, Takagi, Shiro

100

Publications

2.5K

Citations

H-Index

Concepts

All Affiliations

Université de Montréal Stanford University The University of Texas at Austin Centre Universitaire de Mila

About

Ioannis Mitliagkas is an author at Université de Montréal specializing in engineering, computer science, and machine learning.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	20	31	2.1K
2	Business	6	6	121
3	Computer Engineering	5	5	200
4	Natural Sciences	3	3	559
5	Management	1	1	19

Ioannis Mitliagkas

Publications

2.3K

Citations

H-Index

Page 1

	Year	Citations
Learning Representations and Generative Models for 3D Point Clouds Panos Achlioptas, Olga Diamanti, Ioannis Mitliagkas, arXiv (Cornell University) Geometric DataGeometric LearningEngineeringMachine LearningPoint Cloud Processing	2017	538
Manifold Mixup: Better Representations by Interpolating Hidden States Vikas Verma, Alex Lamb, Christopher Beckham, arXiv (Cornell University) Artificial IntelligenceGeometric LearningDeep Neural NetworksEngineeringMachine Learning	2018	477
Generalizing to unseen domains via distribution matching Isabela Albuquerque, João Monteiro, Mohammad-Javad Darvishi-Bayazi, arXiv (Cornell University) Artificial IntelligenceEngineeringMachine LearningGeneralization BoundData Science	2019	89
Joint Power and Admission Control for Ad-Hoc and Cognitive Underlay Networks: Convex Approximation and Distributed Implementation Ioannis Mitliagkas, Nicholas D. Sidiropoulos, Ananthram Swami IEEE Transactions on Wireless Communications Dynamic Spectrum ManagementCognitive Radio Resource ManagementJoint PowerEngineeringCognitive Underlay Networks	2011	83
Parallel SGD: When does averaging help? Jian Zhang, Christopher De, Ioannis Mitliagkas, arXiv (Cornell University) Mathematical ProgrammingEngineeringMachine LearningStatistical AveragingOperations Research	2016	78
A Modern Take on the Bias-Variance Tradeoff in Neural Networks Brady Neal, Sarthak Mittal, Aristide Baratin, arXiv (Cornell University) Artificial IntelligenceEngineeringMachine LearningBias-variance TradeoffTest Error	2018	74
Representation Learning and Adversarial Generation of 3D Point Clouds Panos Achlioptas, Olga Diamanti, Ioannis Mitliagkas, arXiv (Cornell University) 3D Computer VisionMachine VisionEngineeringPoint Cloud ProcessingComputer Science	2017	73
Invariance Principle Meets Information Bottleneck for\n Out-of-Distribution Generalization Kartik Ahuja, Ethan Caballero, Dinghuai Zhang, arXiv (Cornell University)	2021	70
YellowFin and the Art of Momentum Tuning Jian Zhang, Ioannis Mitliagkas arXiv (Cornell University) Large Ai ModelLlm Fine-tuningConvolutional Neural NetworkMachine VisionMachine Learning	2017	63
Deep learning at 15PF Thorsten Kurth, Jian Zhang, Satish Nadathur, Artificial IntelligenceContemporary Hpc ArchitecturesConvolutional Neural NetworkEngineeringMachine Learning	2017	62

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