| Protonn: Compressed and accurate knn for resource-scarce devices C Gupta, AS Suggala, A Goyal, HV Simhadri, B Paranjape, A Kumar, ... International Conference on Machine Learning, 2017 | 221 | 2017 |
| Nested conformal prediction and quantile out-of-bag ensemble methods C Gupta, AK Kuchibhotla, AK Ramdas Pattern Recognition 127, 2022 | 116 | 2022 |
| Distribution-free binary classification: prediction sets, confidence intervals and calibration C Gupta, A Podkopaev, A Ramdas Advances in Neural Information Processing Systems, 2020 | 94 | 2020 |
| Distribution-free calibration guarantees for histogram binning without sample splitting C Gupta, AK Ramdas International Conference on Machine Learning, 2021 | 68 | 2021 |
| Top-label calibration and multiclass-to-binary reductions C Gupta, AK Ramdas International Conference Learning Representations, 2022 | 54 | 2022 |
| EdgeML: Machine Learning for resource-constrained edge devices DK Dennis, Y Gaurkar, S Gopinath, C Gupta, M Jain, A Kumar, A Kusupati, ... https://github.com/Microsoft/EdgeML, 2017 | 44 | 2017 |
| Path Length Bounds for Gradient Descent and Flow C Gupta, S Balakrishnan, A Ramdas J. Mach. Learn. Res. 22 (68), 1-63, 2021 | 18 | 2021 |
| Resource-efficient machine learning P Jain, C Gupta, AS Suggala, A Goyal, H Simhadri US Patent App. 15/623,661, 2018 | 10 | 2018 |
| Online Platt Scaling with Calibeating C Gupta, A Ramdas International Conference on Machine Learning, 2023 | 8 | 2023 |
| Support recovery for orthogonal matching pursuit: upper and lower bounds R Somani, C Gupta, P Jain, P Netrapalli Advances in Neural Information Processing Systems, 2018 | 8 | 2018 |
| Faster online calibration without randomization: interval forecasts and the power of two choices C Gupta, A Ramdas Conference on Learning Theory, 2022 | 7 | 2022 |
| Parity Calibration Y Chung, A Rumack, C Gupta Conference on Uncertainty in Artificial Intelligence, 2023 | 3 | 2023 |
| Post-hoc calibration without distributional assumptions C Gupta Ph.D. thesis. Carnegie Mellon University Pittsburgh, PA 15213, USA, 2023 | 2 | 2023 |
Aaditya RamdasAssociate Professor (with tenure), Carnegie Mellon UniversityVerified email at stat.cmu.edu
