Ioannis Mitliagkas

Learning Representations and Generative Models for 3D Point Clouds

Panos Achlioptas, Olga Diamanti, Ioannis Mitliagkas et al. · arXiv (Cornell University) · 2017 · 538 citations · Full text

Geometric Data, Geometric Learning, Engineering +21

Manifold Mixup: Better Representations by Interpolating Hidden States

Vikas Verma, Alex Lamb, Christopher Beckham et al. · arXiv (Cornell University) · 2018 · 477 citations · Full text

Artificial Intelligence, Geometric Learning, Deep Neural Networks +15

Generalizing to unseen domains via distribution matching

Isabela Albuquerque, João Monteiro, Mohammad-Javad Darvishi-Bayazi et al. · arXiv (Cornell University) · 2019 · 89 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +17

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 · 2011 · 83 citations

Dynamic Spectrum Management, Cognitive Radio Resource Management, Joint Power +15

Parallel SGD: When does averaging help?

Jian Zhang, Christopher De, Ioannis Mitliagkas et al. · arXiv (Cornell University) · 2016 · 78 citations · Full text

Mathematical Programming, Engineering, Machine Learning +18