U. N. Niranjan

Publication Activity (10 Years)

Years Active: 2013-2019
Publications (10 Years): 8

Top Topics

Principal Component Analysis

Latent Variable Models

Tensor Decomposition

Top Venues

Comput. Aided Des.

Publications

Furong Huang, U. N. Niranjan, Ioakeim Perros, Robert Chen, Jimeng Sun, Anima Anandkumar
Guaranteed Scalable Learning of Latent Tree Models. UAI (2019)
U. N. Niranjan, Arun Rajkumar, Theja Tulabandhula
Provable Inductive Robust PCA via Iterative Hard Thresholding. UAI (2017)
U. N. Niranjan, Arun Rajkumar, Theja Tulabandhula
Provable Inductive Robust PCA via Iterative Hard Thresholding. CoRR (2017)
U. N. Niranjan, Arun Rajkumar
) Barrier. AAAI (2017)
U. N. Niranjan, Arun Rajkumar
Inductive Pairwise Ranking: Going Beyond the n log(n) Barrier. CoRR (2017)
Anima Anandkumar, Prateek Jain, Yang Shi, U. N. Niranjan
Tensor vs. Matrix Methods: Robust Tensor Decomposition under Block Sparse Perturbations. AISTATS (2016)
Yang Shi, U. N. Niranjan, Animashree Anandkumar, Cris Cecka
Tensor Contractions with Extended BLAS Kernels on CPU and GPU. HiPC (2016)
Yang Shi, U. N. Niranjan, Animashree Anandkumar, Cris Cecka
Tensor Contractions with Extended BLAS Kernels on CPU and GPU. CoRR (2016)
Furong Huang, U. N. Niranjan, Mohammad Umar Hakeem, Animashree Anandkumar
Online tensor methods for learning latent variable models. J. Mach. Learn. Res. 16 (2015)
Majid Janzamin, Hanie Sedghi, U. N. Niranjan, Animashree Anandkumar
FEAST at Play: Feature ExtrAction using Score function Tensors. FE@NIPS (2015)
Animashree Anandkumar, Prateek Jain, Yang Shi, U. N. Niranjan
Tensor vs Matrix Methods: Robust Tensor Decomposition under Block Sparse Perturbations. CoRR (2015)
Furong Huang, U. N. Niranjan, Animashree Anandkumar
Integrated Structure and Parameters Learning in Latent Tree Graphical Models. CoRR (2014)
Shanaz Y. Mistry, U. N. Niranjan, M. Gopi
Puzzhull: Cavity and protrusion hierarchy to fit conformal polygons. Comput. Aided Des. 46 (2014)
Praneeth Netrapalli, U. N. Niranjan, Sujay Sanghavi, Animashree Anandkumar, Prateek Jain
Non-convex Robust PCA. NIPS (2014)
Praneeth Netrapalli, U. N. Niranjan, Sujay Sanghavi, Animashree Anandkumar, Prateek Jain
Non-convex Robust PCA. CoRR (2014)
Furong Huang, U. N. Niranjan, Mohammad Umar Hakeem, Prateek Verma, Animashree Anandkumar
Fast Detection of Overlapping Communities via Online Tensor Methods on GPUs. CoRR (2013)