Dimitris S. Papailiopoulos
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
30
Venues
10
Active years
2008–2022
Best venue rank
A*
Where they publish
Papers
30 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2022 | AISTATS | Finding Nearly Everything within Random Binary Networks. | Kartik Sreenivasan, Shashank Rajput, Jy-yong Sohn, Dimitris S. Papailiopoulos |
| 2022 | EMNLP | Utilizing Language-Image Pretraining for Efficient and Robust Bilingual Word Alignment. | Tuan Dinh, Jy-yong Sohn, Shashank Rajput, Timothy Ossowski, Yifei Ming, Junjie Hu, Dimitris S. Papailiopoulos, Kangwook Lee |
| 2022 | ICLR | Permutation-Based SGD: Is Random Optimal? | Shashank Rajput, Kangwook Lee, Dimitris S. Papailiopoulos |
| 2022 | ICML | GenLabel: Mixup Relabeling using Generative Models. | Jy-yong Sohn, Liang Shang, Hongxu Chen, Jaekyun Moon, Dimitris S. Papailiopoulos, Kangwook Lee |
| 2020 | ICLR | Federated Learning with Matched Averaging. | Hongyi Wang, Mikhail Yurochkin, Yuekai Sun, Dimitris S. Papailiopoulos, Yasaman Khazaeni |
| 2020 | ICML | Closing the convergence gap of SGD without replacement. | Shashank Rajput, Anant Gupta, Dimitris S. Papailiopoulos |
| 2019 | AISTATS | A Geometric Perspective on the Transferability of Adversarial Directions. | Zachary Charles, Harrison Rosenberg, Dimitris S. Papailiopoulos |
| 2019 | ICML | Does Data Augmentation Lead to Positive Margin? | Shashank Rajput, Zhili Feng, Zachary Charles, Po-Ling Loh, Dimitris S. Papailiopoulos |
| 2018 | AISTATS | Gradient Diversity: a Key Ingredient for Scalable Distributed Learning. | Dong Yin, Ashwin Pananjady, Maximilian Lam, Dimitris S. Papailiopoulos, Kannan Ramchandran, Peter L. Bartlett |
| 2018 | ICML | Stability and Generalization of Learning Algorithms that Converge to Global Optima. | Zachary Charles, Dimitris S. Papailiopoulos |
| 2018 | ICML | DRACO: Byzantine-resilient Distributed Training via Redundant Gradients. | Lingjiao Chen, Hongyi Wang, Zachary Charles, Dimitris S. Papailiopoulos |
| 2018 | ISIT | Gradient Coding Using the Stochastic Block Model. | Zachary Charles, Dimitris S. Papailiopoulos |
| 2017 | ISIT | Coded computation for multicore setups. | Kangwook Lee, Ramtin Pedarsani, Dimitris S. Papailiopoulos, Kannan Ramchandran |
| 2016 | AISTATS | Bipartite Correlation Clustering: Maximizing Agreements. | Megasthenis Asteris, Anastasios Kyrillidis, Dimitris S. Papailiopoulos, Alexandros G. Dimakis |
| 2016 | ISIT | Speeding up distributed machine learning using codes. | Kangwook Lee, Maximilian Lam, Ramtin Pedarsani, Dimitris S. Papailiopoulos, Kannan Ramchandran |
| 2014 | CISS | Combinatorial QPs via a low-dimensional subspace sampling. | Dimitris S. Papailiopoulos, Megasthenis Asteris, Alexandros G. Dimakis |
| 2014 | ICML | Nonnegative Sparse PCA with Provable Guarantees. | Megasthenis Asteris, Dimitris S. Papailiopoulos, Alexandros G. Dimakis |
| 2014 | ICML | Finding Dense Subgraphs via Low-Rank Bilinear Optimization. | Dimitris S. Papailiopoulos, Ioannis Mitliagkas, Alexandros G. Dimakis, Constantine Caramanis |
| 2014 | ISIT | Locality and availability in distributed storage. | Ankit Singh Rawat, Dimitris S. Papailiopoulos, Alexandros G. Dimakis, Sriram Vishwanath |
| 2014 | KDD | Provable deterministic leverage score sampling. | Dimitris S. Papailiopoulos, Anastasios Kyrillidis, Christos Boutsidis |
| 2013 | ICML | Sparse PCA through Low-rank Approximations. | Dimitris S. Papailiopoulos, Alexandros G. Dimakis, Stavros Korokythakis |
| 2013 | ISIT | Optimal locally repairable codes and connections to matroid theory. | Itzhak Tamo, Dimitris S. Papailiopoulos, Alexandros G. Dimakis |
| 2012 | INFOCOM | Simple regenerating codes: Network coding for cloud storage. | Dimitris S. Papailiopoulos, Jianqiang Luo, Alexandros G. Dimakis, Cheng Huang, Jin Li |
| 2012 | ISIT | Locally repairable codes. | Dimitris S. Papailiopoulos, Alexandros G. Dimakis |
| 2012 | ISIT | Feedback in the K-user interference channel. | Dimitris S. Papailiopoulos, Changho Suh, Alexandros G. Dimakis |
| 2011 | ISIT | Sparse principal component of a rank-deficient matrix. | Megasthenis Asteris, Dimitris S. Papailiopoulos, George N. Karystinos |
| 2011 | ISIT | Distributed storage codes through Hadamard designs. | Dimitris S. Papailiopoulos, Alexandros G. Dimakis |
| 2010 | GLOBECOM | Interference Alignment as a Rank Constrained Rank Minimization. | Dimitris S. Papailiopoulos, Alexandros G. Dimakis |
| 2008 | CISS | Efficient computation of the M-phase vector that maximizes a rank-deficient quadratic form. | Dimitris S. Papailiopoulos, George N. Karystinos |
| 2008 | ICASSP | Polynomial-complexity maximum-likelihood block noncoherent MPSK detection. | Dimitris S. Papailiopoulos, George N. Karystinos |