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Shubhendu Trivedi
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On the generalization of equivariance and convolution in neural networks to the action of compact groups
R Kondor, S Trivedi
International Conference on Machine Learning, 2747-2755, 2018
5692018
Clebsch-gordan nets: a fully fourier space spherical convolutional neural network
R Kondor, Z Lin, S Trivedi
Advances in Neural Information Processing Systems 31, 10138–10147, 2018
3102018
Generating with confidence: Uncertainty quantification for black-box large language models
Z Lin, S Trivedi, J Sun
Transactions on Machine Learning Research, 2024
1722024
Covariant compositional networks for learning graphs
R Kondor, HT Son, H Pan, B Anderson, S Trivedi
6th International Conference on Learning Representations, Vancouver, BC …, 2018
165*2018
Predicting molecular properties with covariant compositional networks
TS Hy, S Trivedi, H Pan, BM Anderson, R Kondor
The Journal of Chemical Physics 148 (24), 241745, 2018
982018
DeepCMB: Lensing reconstruction of the cosmic microwave background with deep neural networks
J Caldeira, WLK Wu, B Nord, C Avestruz, S Trivedi, KT Story
Astronomy and Computing 28, 100307, 2019
902019
Clustering students to generate an ensemble to improve standard test score predictions
S Trivedi, ZA Pardos, NT Heffernan
Artificial Intelligence in Education: 15th International Conference, AIED …, 2011
802011
The utility of clustering in prediction tasks
S Trivedi, ZA Pardos, NT Heffernan
arXiv preprint arXiv:1509.06163, 2015
652015
Spectral clustering in educational data mining
S Trivedi, Z Pardos, G Sárközy, N Heffernan
Educational Data Mining 2011, 2011
652011
Deep learning for automated classification and characterization of amorphous materials
K Swanson, S Trivedi, J Lequieu, K Swanson, R Kondor
Soft Matter, The Royal Society of Chemistry, 2020
462020
Clustered knowledge tracing
ZA Pardos, S Trivedi, NT Heffernan, GN Sárközy
Intelligent Tutoring Systems, 405-410, 2012
432012
A Consistent Estimator of the Expected Gradient Outerproduct.
S Trivedi, J Wang, S Kpotufe, G Shakhnarovich
Uncertainty in Artificial Intelligence, 819-828, 2014
282014
The Real World Significance of Performance Prediction.
ZA Pardos, QY Wang, S Trivedi
International Educational Data Mining Society, 2012
252012
Locally Valid and Discriminative Prediction Intervals for Deep Learning Models
Z Lin, S Trivedi, J Sun
Advances in Neural Information Processing Systems 34, 8378--8391, 2021
232021
Conformal Prediction with Temporal Quantile Adjustments
Z Lin, S Trivedi, J Sun
Advances in Neural Information Processing Systems 35, 31017--31030, 2022
212022
Approximation-Generalization Trade-offs under (Approximate) Group Equivariance
M Petrache, S Trivedi
Advances in Neural Information Processing Systems 36, 61936--61959, 2023
202023
DeepSZ: Identification of Sunyaev-Zel'dovich Galaxy Clusters using Deep Learning
Z Lin, N Huang, C Avestruz, WL Wu, S Trivedi, J Caldeira, B Nord
Monthly Notices of the Royal Astronomical Society 507 (3), 4149–4164, 2021
192021
A practical regularity partitioning algorithm and its applications in clustering
GN Sárközy, F Song, E Szemerédi, S Trivedi
arXiv preprint arXiv:1209.6540, 2012
19*2012
Face recognition using eigenfaces and distance classifiers: A tutorial
S Trivedi
URL: http://onionesquereality. wordpress. com/2009/02/11/facerecognition …, 2009
16*2009
Discriminative metric learning by neighborhood gerrymandering
S Trivedi, D Mcallester, G Shakhnarovich
Advances in Neural Information Processing Systems 27, 3392-3400, 2014
152014
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