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Charvi Rastogi
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Dataperf: Benchmarks for data-centric ai development
M Mazumder, C Banbury, X Yao, B Karlaš, WG Rojas, S Diamos, ...
arXiv preprint arXiv:2207.10062, 2022
642022
Deciding fast and slow: The role of cognitive biases in ai-assisted decision-making
C Rastogi, Y Zhang, D Wei, KR Varshney, A Dhurandhar, R Tomsett
Proceedings of the ACM on Human-Computer Interaction 6 (CSCW1), 1-22, 2022
572022
Supporting human-ai collaboration in auditing llms with llms
C Rastogi, M Tulio Ribeiro, N King, H Nori, S Amershi
Proceedings of the 2023 AAAI/ACM Conference on AI, Ethics, and Society, 913-926, 2023
242023
A large scale randomized controlled trial on herding in peer-review discussions
I Stelmakh, C Rastogi, NB Shah, A Singh, H Daumé III
Plos one 18 (7), e0287443, 2023
202023
A Taxonomy of Human and ML Strengths in Decision-Making to Investigate Human-ML Complementarity
C Rastogi, L Leqi, K Holstein, H Heidari
Proceedings of the AAAI Conference on Human Computation and Crowdsourcing 11 …, 2023
16*2023
A spectral approach for the design of experiments: Design, analysis and algorithms
B Kailkhura, JJ Thiagarajan, C Rastogi, PK Varshney, PT Bremer
The Journal of Machine Learning Research 19 (1), 1214-1259, 2018
152018
Two-sample testing on ranked preference data and the role of modeling assumptions
C Rastogi, S Balakrishnan, NB Shah, A Singh
The Journal of Machine Learning Research 23 (1), 10189-10236, 2022
8*2022
Cite-seeing and reviewing: A study on citation bias in peer review
I Stelmakh, C Rastogi, R Liu, S Chawla, F Echenique, NB Shah
Plos one 18 (7), e0283980, 2023
72023
To ArXiv or not to ArXiv: A Study Quantifying Pros and Cons of Posting Preprints Online
C Rastogi, I Stelmakh, X Shen, M Meila, F Echenique, S Chawla, ...
arXiv preprint arXiv:2203.17259, 2022
72022
How do Authors' Perceptions of their Papers Compare with Co-authors' Perceptions and Peer-review Decisions?
C Rastogi, I Stelmakh, A Beygelzimer, YN Dauphin, P Liang, JW Vaughan, ...
arXiv preprint arXiv:2211.12966, 2022
52022
Adversarial Nibbler: A Data-Centric Challenge for Improving the Safety of Text-to-Image Models
A Parrish, HR Kirk, J Quaye, C Rastogi, M Bartolo, O Inel, J Ciro, ...
arXiv preprint arXiv:2305.14384, 2023
22023
Investigating the Relative Strengths of Humans and Machine Learning in Decision-Making
C Rastogi
Proceedings of the 2023 AAAI/ACM Conference on AI, Ethics, and Society, 987-989, 2023
12023
No Rose for MLE: Inadmissibility of MLE for Evaluation Aggregation Under Levels of Expertise
C Rastogi, I Stelmakh, N Shah, S Balakrishnan
2022 IEEE International Symposium on Information Theory (ISIT), 3168-3173, 2022
12022
Mobile Sensing of Two-Dimensional Bandlimited Fields on Random Paths
C Rastogi, A Kumar
arXiv preprint arXiv:1711.04114, 2017
2017
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