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Amrith Setlur
Amrith Setlur
Machine Learning Department, CMU
Verified email at cs.cmu.edu - Homepage
Title
Cited by
Cited by
Year
Politeness transfer: A tag and generate approach
A Madaan, A Setlur, T Parekh, B Poczos, G Neubig, Y Yang, ...
arXiv preprint arXiv:2004.14257, 2020
1812020
Explaining the efficacy of counterfactually augmented data
D Kaushik, A Setlur, E Hovy, ZC Lipton
arXiv preprint arXiv:2010.02114, 2020
772020
An efficient fault tolerant workflow scheduling approach using replication heuristics and checkpointing in the cloud
AR Setlur, SJ Nirmala, HS Singh, S Khoriya
Journal of Parallel and Distributed Computing 136, 14-28, 2020
442020
Is support set diversity necessary for meta-learning?
A Setlur, O Li, V Smith
arXiv preprint arXiv:2011.14048, 2020
162020
Two Sides of Meta-Learning Evaluation: In vs. Out of Distribution
A Setlur, O Li, V Smith
arXiv preprint arXiv:2102.11503, 2021
152021
Context aware text-to-image synthesis
S Surya, A Biswas, S Negi, AR Setlur
US Patent 10,713,821, 2020
142020
Project and probe: Sample-efficient domain adaptation by interpolating orthogonal features
AS Chen, Y Lee, A Setlur, S Levine, C Finn
arXiv preprint arXiv:2302.05441, 2023
122023
Robust handwriting recognition with limited and noisy data
H Pham, A Setlur, S Dingliwal, TH Lin, B Póczos, K Huang, Z Li, J Lim, ...
2020 17th International conference on frontiers in handwriting recognition …, 2020
122020
Adversarial unlearning: Reducing confidence along adversarial directions
A Setlur, B Eysenbach, V Smith, S Levine
Advances in Neural Information Processing Systems 35, 18556-18570, 2022
102022
ReStGAN: A step towards visually guided shopper experience via text-to-image synthesis
S Surya, A Setlur, A Biswas, S Negi
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2020
102020
Bitrate-constrained DRO: Beyond worst case robustness to unknown group shifts
A Setlur, D Dennis, B Eysenbach, A Raghunathan, C Finn, V Smith, ...
arXiv preprint arXiv:2302.02931, 2023
72023
Complementary Benefits of Contrastive Learning and Self-Training Under Distribution Shift
S Garg, A Setlur, Z Lipton, S Balakrishnan, V Smith, A Raghunathan
Advances in Neural Information Processing Systems 36, 2024
42024
Semi-supervised confidence network aided gated attention based recurrent neural network for clickbait detection
AR Setlur
arXiv preprint arXiv:1811.01355, 2018
42018
Confidence-based model selection: When to take shortcuts for subpopulation shifts
AS Chen, Y Lee, A Setlur, S Levine, C Finn
arXiv preprint arXiv:2306.11120, 2023
32023
Deep Neural Networks Tend To Extrapolate Predictably
K Kang, A Setlur, C Tomlin, S Levine
arXiv preprint arXiv:2310.00873, 2023
22023
Leveraging public representations for private transfer learning
P Thaker, A Setlur, ZS Wu, V Smith
arXiv preprint arXiv:2312.15551, 2023
12023
Contextual Reliability: When Different Features Matter in Different Contexts
GR Ghosal, A Setlur, DS Brown, A Dragan, A Raghunathan
International Conference on Machine Learning, 11300-11320, 2023
12023
Towards Using Heterogeneous Relation Graphs for End-to-End TTS
A Setlur, A Madaan, T Parekh, Y Yang, AW Black
2021 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU …, 2021
12021
Nonlinear isa with auxiliary variables for learning speech representations
A Setlur, B Póczos, AW Black
arXiv preprint arXiv:2007.12948, 2020
12020
Multitask Learning Can Improve Worst-Group Outcomes
A Kulkarni, LM Dery, A Setlur, A Raghunathan, A Talwalkar, G Neubig
Transactions on Machine Learning Research, 2023
2023
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