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Preethi Lahoti
Preethi Lahoti
Research Scientist @ Google Research
Verifisert e-postadresse på google.com - Startside
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Gemini: a family of highly capable multimodal models
G Team, R Anil, S Borgeaud, JB Alayrac, J Yu, R Soricut, J Schalkwyk, ...
arXiv preprint arXiv:2312.11805, 2023
34172023
Fairness without demographics through adversarially reweighted learning
P Lahoti, A Beutel, J Chen, K Lee, F Prost, N Thain, X Wang, E Chi
Advances in neural information processing systems 33, 728-740, 2020
3892020
ifair: Learning individually fair data representations for algorithmic decision making
P Lahoti, KP Gummadi, G Weikum
IEEE 35th International Conference on Data Engineering (ICDE) 2019, 2018
2202018
Operationalizing individual fairness with pairwise fair representations
P Lahoti, KP Gummadi, G Weikum
Proceedings of VLDB Endowment 13 (4), 506–518, 2019
1262019
Joint non-negative matrix factorization for learning ideological leaning on twitter
P Lahoti, K Garimella, A Gionis
Proceedings of the Eleventh ACM International Conference on Web Search and …, 2018
662018
FACTS-IR: fairness, accountability, confidentiality, transparency, and safety in information retrieval
A Olteanu, J Garcia-Gathright, M de Rijke, MD Ekstrand, A Roegiest, ...
ACM SIGIR Forum 53 (2), 20-43, 2021
522021
Aart: Ai-assisted red-teaming with diverse data generation for new llm-powered applications
B Radharapu, K Robinson, L Aroyo, P Lahoti
arXiv preprint arXiv:2311.08592, 2023
392023
An Empirical Study on Learning Fairness Metrics for COMPAS Data with Human Supervision
H Wang, N Grgic-Hlaca, P Lahoti, KP Gummadi, A Weller
In the NeurIPS Workshop on Human-centric Machine Learning, 2019
322019
Improving diversity of demographic representation in large language models via collective-critiques and self-voting
P Lahoti, N Blumm, X Ma, R Kotikalapudi, S Potluri, Q Tan, H Srinivasan, ...
arXiv preprint arXiv:2310.16523, 2023
312023
Accounting for model uncertainty in algorithmic discrimination
J Ali, P Lahoti, KP Gummadi
Proceedings of the 2021 AAAI/ACM Conference on AI, Ethics, and Society, 336-345, 2021
242021
Finding topical experts in Twitter via query-dependent personalized PageRank
P Lahoti, G De Francisci Morales, A Gionis
Proceedings of the 2017 IEEE/ACM international conference on advances in …, 2017
242017
Frappé: A group fairness framework for post-processing everything
A Tifrea, P Lahoti, B Packer, Y Halpern, A Beirami, F Prost
arXiv preprint arXiv:2312.02592, 2023
82023
Efficient set intersection counting algorithm for text similarity measures
P Lahoti, PK Nicholson, B Taneva
2017 Proceedings of the Ninteenth Workshop on Algorithm Engineering and …, 2017
52017
Responsible model deployment via model-agnostic uncertainty learning
P Lahoti, K Gummadi, G Weikum
Machine Learning 112 (3), 939-970, 2023
42023
Inducing group fairness in llm-based decisions
J Atwood, P Lahoti, A Balashankar, F Prost, A Beirami
arXiv preprint arXiv:2406.16738, 2024
32024
Detecting and mitigating test-time failure risks via model-agnostic uncertainty learning
P Lahoti, KP Gummadi, G Weikum
2021 IEEE International Conference on Data Mining (ICDM), 1174-1179, 2021
32021
Frapp\’e: A post-processing framework for group fairness regularization
A Tifrea, P Lahoti, B Packer, Y Halpern, A Beirami, F Prost
International Conference on Machine Learning, 2024
22024
Automated Adversarial Discovery for Safety Classifiers
YK Lal, P Lahoti, A Sinha, Y Qin, A Balashankar
arXiv preprint arXiv:2406.17104, 2024
2024
Operationalizing fairness for responsible machine learning
P Lahoti
Saarländische Universitäts-und Landesbibliothek, 2021
2021
Learning Ideological Latent space in Twitter
P Lahoti
2017
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Artikler 1–20