838 citations
- Microsoft Research (India)IN10 papers
- Indian Institute of Technology HyderabadIN8 papers
- Microsoft (United States)US6 papers
- Indian Institute of Technology KharagpurIN4 papers
- International Institute of Information Technology, HyderabadIN4 papers
- Carnegie Mellon UniversityUS3 papers
- Indian Institute of Technology DelhiIN3 papers
- Indraprastha Institute of Information Technology DelhiIN3 papers
- IBM Research - IndiaIN2 papers
- Indian Institute of Science BangaloreIN2 papers
- International Institute of Information TechnologyIN2 papers
- Laboratoire Bordelais de Recherche en InformatiqueFR2 papers
Showing 2017 · cs.LGShow all
3 papers · 2 filters
cs.LG2017★ 21 cited
FlashProfile: A Framework for Synthesizing Data Profiles
Saswat Padhi, Prateek Jain, Daniel Perelman +3
We address the problem of learning a syntactic profile for a collection of strings, i.e. a set of regex-like patterns that succinctly describe the syntactic variations in the strin…
cs.LG2017★ 1 cited
A Riemannian gossip approach to subspace learning on Grassmann manifold
Bamdev Mishra, Hiroyuki Kasai, Pratik Jawanpuria +1
In this paper, we focus on subspace learning problems on the Grassmann manifold. Interesting applications in this setting include low-rank matrix completion and low-dimensional mul…
cs.LG2017★ 75 cited
Riemannian stochastic variance reduced gradient algorithm with retraction and vector transport
Hiroyuki Sato, Hiroyuki Kasai, Bamdev Mishra
In recent years, stochastic variance reduction algorithms have attracted considerable attention for minimizing the average of a large but finite number of loss functions. This pape…