Takip et
Niranjan Uma Naresh
Niranjan Uma Naresh
Director of Science and Engineering
uci.edu üzerinde doğrulanmış e-posta adresine sahip - Ana Sayfa
Başlık
Alıntı yapanlar
Alıntı yapanlar
Yıl
Non-convex robust PCA
P Netrapalli, N UN, S Sanghavi, A Anandkumar, P Jain
Advances in neural information processing systems 27, 2014
3752014
Understanding machine‐learned density functionals
L Li, JC Snyder, IM Pelaschier, J Huang, UN Niranjan, P Duncan, M Rupp, ...
International Journal of Quantum Chemistry 116 (11), 819-833, 2016
2122016
Tensor vs. matrix methods: Robust tensor decomposition under block sparse perturbations
A Anandkumar, P Jain, Y Shi, UN Niranjan
Artificial Intelligence and Statistics, 268-276, 2016
1052016
Tensor contractions with extended BLAS kernels on CPU and GPU
Y Shi, UN Niranjan, A Anandkumar, C Cecka
2016 IEEE 23rd International Conference on High Performance Computing (HiPC …, 2016
942016
Online tensor methods for learning latent variable models
F Huang, UN Niranjan, MU Hakeem, A Anandkumar
The Journal of Machine Learning Research 16 (1), 2797-2835, 2015
492015
Fast detection of overlapping communities via online tensor methods
F Huang, UN Niranjan, MU Hakeem, A Anandkumar
arXiv preprint arXiv:1309.0787 40, 43, 2013
442013
Fast detection of overlapping communities via online tensor methods on gpus
F Huang, UN Niranjan, MU Hakeem, P Verma, A Anandkumar
CoRR, abs/1309.0787, 2013
222013
Inductive Pairwise Ranking: Going Beyond the n log(n) Barrier
UN Niranjan, A Rajkumar
Proceedings of the AAAI Conference on Artificial Intelligence 31 (1), 2017
172017
Adversarial data augmentation for task-specific knowledge distillation of pre-trained transformers
M Zhang, NU Naresh, Y He
Proceedings of the AAAI Conference on Artificial Intelligence 36 (10), 11685 …, 2022
142022
Scalable latent tree model and its application to health analytics
F Huang, UN Niranjan, I Perros, R Chen, J Sun, A Anandkumar
arXiv preprint arXiv:1406.4566, 2014
122014
Guaranteed scalable learning of latent tree models
F Huang, NU Naresh, I Perros, R Chen, J Sun, A Anandkumar
Uncertainty in Artificial Intelligence, 883-893, 2020
102020
Pentatron: Personalized context-aware transformer for retrieval-based conversational understanding
NU Naresh, Z Jiang, S Lee, J Hao, X Fan, C Guo
arXiv preprint arXiv:2210.12308, 2022
62022
Streaming robust PCA
UN Niranjan, Y Shi
Preprint, 2016
52016
Puzzhull: Cavity and protrusion hierarchy to fit conformal polygons
S Mistry, UN Niranjan, M Gopi
Computer-Aided Design 46, 233-238, 2014
52014
Provable inductive robust pca via iterative hard thresholding
UN Niranjan, A Rajkumar, T Tulabandhula
arXiv preprint arXiv:1704.00367, 2017
42017
ScaLA: Accelerating Adaptation of Pre-Trained Transformer-Based Language Models via Efficient Large-Batch Adversarial Noise
M Zhang, NU Naresh, Y He
arXiv preprint arXiv:2201.12469, 2022
22022
Feast at play: Feature extraction using score function tensors
M Janzamin, H Sedghi, UN Niranjan, A Anandkumar
Feature Extraction: Modern Questions and Challenges, 130-144, 2015
22015
Integrated structure and parameters learning in latent tree graphical models
F Huang, UN Niranjan, A Anandkumar
arXiv preprint arXiv:1406.4566, 2014
22014
CURATRON: Complete and Robust Preference Data for Rigorous Alignment of Large Language Models
NU Naresh, T Tulabandhula
Proceedings of the Fifth Workshop on Data Science with Human-in-the-Loop …, 2024
2024
CURATRON: Complete and Robust Preference Data for Rigorous Alignment of Large Language Models
ST Nguyen, NU Naresh, T Tulabandhula
arXiv preprint arXiv:2403.02745, 2024
2024
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