Alex Gittens
Rensselaer Polytechnic Institute
H-index: 20
North America-United States
Top articles of Alex Gittens
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Aligners: Decoupling LLMs and Alignment | arXiv preprint arXiv:2403.04224 | Lilian Ngweta Mayank Agarwal Subha Maity Alex Gittens Yuekai Sun | 2024/3/7 |
Deception by Omission: Using Adversarial Missingness to Poison Causal Structure Learning | Deniz Koyuncu Alex Gittens Bülent Yener Moti Yung | 2023/8/6 | |
Simple disentanglement of style and content in visual representations | Lilian Ngweta Subha Maity Alex Gittens Yuekai Sun Mikhail Yurochkin | 2023/7/3 | |
Reduced Label Complexity For Tight Regression | arXiv preprint arXiv:2305.07486 | Alex Gittens Malik Magdon-Ismail | 2023/5/12 |
Word Sense Induction with Knowledge Distillation from BERT | arXiv preprint arXiv:2304.10642 | Anik Saha Alex Gittens Bulent Yener | 2023/4/20 |
Improving Neural Ranking Models with Traditional IR Methods | arXiv preprint arXiv:2308.15027 | Anik Saha Oktie Hassanzadeh Alex Gittens Jian Ni Kavitha Srinivas | 2023/8/29 |
Reprogrammable-fl: Improving utility-privacy tradeoff in federated learning via model reprogramming | Huzaifa Arif Alex Gittens Pin-Yu Chen | 2023/2/8 | |
A Cross-Domain Evaluation of Approaches for Causal Knowledge Extraction | arXiv preprint arXiv:2308.03891 | Anik Saha Oktie Hassanzadeh Alex Gittens Jian Ni Kavitha Srinivas | 2023/8/7 |
SPOCK@ Causal News Corpus 2022: Cause-Effect-Signal Span Detection Using Span-Based and Sequence Tagging Models | Anik Saha Alex Gittens Jian Ni Oktie Hassanzadeh Bulent Yener | 2022/12 | |
An adversarial perspective on accuracy, robustness, fairness, and privacy: Multilateral-tradeoffs in trustworthy ml | IEEE Access | Alex Gittens Bülent Yener Moti Yung | 2022/11/1 |
SPOCK at FinCausal 2022: Causal information extraction using span-based and sequence tagging models | Anik Saha Jian Ni Oktie Hassanzadeh Alex Gittens Kavitha Srinivas | 2022/6 | |
TINKER: A framework for Open source Cyberthreat Intelligence | Nidhi Rastogi Sharmishtha Dutta Alex Gittens Mohammed J Zaki Charu Aggarwal | 2022/12/9 | |
Sparse graph based sketching for fast numerical linear algebra | Dong Hu Shashanka Ubaru Alex Gittens Kenneth L Clarkson Lior Horesh | 2021/6/6 | |
Learning fair canonical polyadical decompositions using a kernel independence criterion | arXiv preprint arXiv:2104.13504 | Kevin Kim Alex Gittens | 2021/4/27 |
Information prediction using knowledge graphs for contextual malware threat intelligence | arXiv preprint arXiv:2102.05571 | Nidhi Rastogi Sharmishtha Dutta Ryan Christian Mohammad Zaki Alex Gittens | 2021 |
NoisyCUR: An algorithm for two-cost budgeted matrix completion | Dong Hu Alex Gittens Malik Magdon-Ismail | 2021 | |
Output randomization: A novel defense for both white-box and black-box adversarial models | arXiv preprint arXiv:2107.03806 | Daniel Park Haidar Khan Azer Khan Alex Gittens Bülent Yener | 2021/7/8 |
Reading stackoverflow encourages cheating: adding question text improves extractive code generation | arXiv preprint arXiv:2106.04447 | Gabriel Orlanski Alex Gittens | 2021/6/8 |
Malont: An ontology for malware threat intelligence | Nidhi Rastogi Sharmishtha Dutta Mohammed J Zaki Alex Gittens Charu Aggarwal | 2020/8/24 | |
Adaptive sketching for fast and convergent Canonical Polyadic decomposition | Alex Gittens Kareem Aggour Bülent Yener | 2020/11/21 |
Co-Authors
