U. N. Niranjan

16 papers A* 1A 3Misc 1Journal 9Unranked 2
YearRankTypeTitle / Venue / Authors
2019 A conf
Guaranteed Scalable Learning of Latent Tree Models.
UAI
Furong Huang, U. N. Niranjan, Ioakeim Perros, Robert Chen, Jimeng Sun, Anima Anandkumar
2017 A* conf
Inductive Pairwise Ranking: Going Beyond the
AAAI
U. N. Niranjan, Arun Rajkumar
2017 J jnl
Inductive Pairwise Ranking: Going Beyond the n log(n) Barrier.
CoRR
U. N. Niranjan, Arun Rajkumar
2017 A conf
Provable Inductive Robust PCA via Iterative Hard Thresholding.
UAI
U. N. Niranjan, Arun Rajkumar, Theja Tulabandhula
2017 J jnl
Provable Inductive Robust PCA via Iterative Hard Thresholding.
CoRR
U. N. Niranjan, Arun Rajkumar, Theja Tulabandhula
2016 Misc conf
Tensor Contractions with Extended BLAS Kernels on CPU and GPU.
HiPC
Yang Shi, U. N. Niranjan, Animashree Anandkumar, Cris Cecka
2016 J jnl
Tensor Contractions with Extended BLAS Kernels on CPU and GPU.
CoRR
Yang Shi, U. N. Niranjan, Animashree Anandkumar, Cris Cecka
2016 A conf
Tensor vs. Matrix Methods: Robust Tensor Decomposition under Block Sparse Perturbations.
AISTATS
Anima Anandkumar, Prateek Jain, Yang Shi, U. N. Niranjan
2015 — conf
FEAST at Play: Feature ExtrAction using Score function Tensors.
FE@NIPS
Majid Janzamin, Hanie Sedghi, U. N. Niranjan, Animashree Anandkumar
2015 J jnl
Online tensor methods for learning latent variable models.
J. Mach. Learn. Res.
Furong Huang, U. N. Niranjan, Mohammad Umar Hakeem, Animashree Anandkumar
2015 J jnl
Tensor vs Matrix Methods: Robust Tensor Decomposition under Block Sparse Perturbations.
CoRR
Animashree Anandkumar, Prateek Jain, Yang Shi, U. N. Niranjan
2014 J jnl
Integrated Structure and Parameters Learning in Latent Tree Graphical Models.
CoRR
Furong Huang, U. N. Niranjan, Animashree Anandkumar
2014 — conf
Non-convex Robust PCA.
NIPS
Praneeth Netrapalli, U. N. Niranjan, Sujay Sanghavi, Animashree Anandkumar, Prateek Jain
2014 J jnl
Non-convex Robust PCA.
CoRR
Praneeth Netrapalli, U. N. Niranjan, Sujay Sanghavi, Animashree Anandkumar, Prateek Jain
2014 J jnl
Puzzhull: Cavity and protrusion hierarchy to fit conformal polygons.
Comput. Aided Des.
Shanaz Y. Mistry, U. N. Niranjan, M. Gopi
2013 J jnl
Fast Detection of Overlapping Communities via Online Tensor Methods on GPUs.
CoRR
Furong Huang, U. N. Niranjan, Mohammad Umar Hakeem, Prateek Verma, Animashree Anandkumar