Alex Gittens
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
17
Venues
9
Active years
2013–2026
Best venue rank
A*
Where they publish
Papers
17 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | AAAI | Exploiting Missing Data Remediation Strategies Using Adversarial Missingness Attacks. | Deniz Koyuncu, Alex Gittens, Blent Yener, Moti Yung |
| 2025 | AAAI | Replacing Paths with Connection-Biased Attention for Knowledge Graph Completion. | Sharmishtha Dutta, Alex Gittens, Mohammed J. Zaki, Charu C. Aggarwal |
| 2024 | EMNLP | Aligners: Decoupling LLMs and Alignment. | Lilian Ngweta, Mayank Agarwal, Subha Maity, Alex Gittens, Yuekai Sun, Mikhail Yurochkin |
| 2024 | ICLR | Aligners: Decoupling LLMs and Alignment. | Lilian Ngweta, Mayank Agarwal, Subha Maity, Alex Gittens, Yuekai Sun, Mikhail Yurochkin |
| 2023 | ICML | Simple Disentanglement of Style and Content in Visual Representations. | Lilian Ngweta, Subha Maity, Alex Gittens, Yuekai Sun, Mikhail Yurochkin |
| 2023 | KDD | Deception by Omission: Using Adversarial Missingness to Poison Causal Structure Learning. | Deniz Koyuncu, Alex Gittens, Blent Yener, Moti Yung |
| 2022 | TrustCom | TINKER: A framework for Open source Cyberthreat Intelligence. | Nidhi Rastogi, Sharmishtha Dutta, Alex Gittens, Mohammed J. Zaki, Charu C. Aggarwal |
| 2021 | ICASSP | Sparse Graph Based Sketching for Fast Numerical Linear Algebra. | Dong Hu, Shashanka Ubaru, Alex Gittens, Kenneth L. Clarkson, Lior Horesh, Vassilis Kalantzis |
| 2020 | ICML | Adaptive Sketching for Fast and Convergent Canonical Polyadic Decomposition. | Alex Gittens, Kareem S. Aggour, Blent Yener |
| 2018 | KDD | Accelerating Large-Scale Data Analysis by Offloading to High-Performance Computing Libraries using Alchemist. | Alex Gittens, Kai Rothauge, Shusen Wang, Michael W. Mahoney, Lisa Gerhardt, Prabhat, Jey Kottalam, Michael F. Ringenburg, Kristyn J. Maschhoff |
| 2017 | ACL | Skip-Gram - Zipf + Uniform = Vector Additivity. | Alex Gittens, Dimitris Achlioptas, Michael W. Mahoney |
| 2017 | ICML | Breaking Locality Accelerates Block Gauss-Seidel. | Stephen Tu, Shivaram Venkataraman, Ashia C. Wilson, Alex Gittens, Michael I. Jordan, Benjamin Recht |
| 2017 | ICML | Sketched Ridge Regression: Optimization Perspective, Statistical Perspective, and Model Averaging. | Shusen Wang, Alex Gittens, Michael W. Mahoney |
| 2015 | CVPR | Hardware compliant approximate image codes. | Da Kuang, Alex Gittens, Raffay Hamid |
| 2015 | ICML | Spectral Clustering via the Power Method - Provably. | Christos Boutsidis, Prabhanjan Kambadur, Alex Gittens |
| 2014 | ICML | Compact Random Feature Maps. | Raffay Hamid, Ying Xiao, Alex Gittens, Dennis DeCoste |
| 2013 | ICML | Revisiting the Nystrom method for improved large-scale machine learning. | Alex Gittens, Michael W. Mahoney |