Manik Varma
机构: Distinguished Scientist and Vice President, Microsoft Research India
主页: manikvarma.org
每年引用次数
引用次数
引用: 11,758
H-指数: 34
I10-指数 : 50
出版物: 79
Performance Study of Pneumatic Planter for Pea
Tarun Kumar Maheshwari , Varma
Agricultural Engineering Today 31 39 -42
2007
Deep groundwater flow as the main pathway for chemical outputs in a small headwater watershed (Mule Hole, South India)
J.C. Maréchal , J. Riotte , C. Lagane , S. Subramanian
Applied Geochemistry 26
13
2011
Vegetation impact on stream chemical fluxes: Mule Hole watershed (South India)
J. Riotte , J.C. Maréchal , S. Audry , C. Kumar
Geochimica et Cosmochimica Acta 145 116 -138
16
2014
On p-norm Path Following in Multiple Kernel Learning for Non-linear Feature Selection
Manik Varma , Pratik Jawanpuria , Saketha Nath
international conference on machine learning 118 -126
24
2014
Local Deep Kernel Learning for Efficient Non-linear SVM Prediction
Manik Varma , Cijo Jose , Prasoon Goyal , Parv Aggrwal
international conference on machine learning 486 -494
130
2013
CHARACTER RECOGNITION IN NATURAL IMAGES
Manik Varma , Teófilo Emídio de Campos , Bodla Rakesh Babu
international conference on computer vision theory and applications 273 -280
633
2009
Multiple Kernel Learning and the SMO Algorithm
Manik Varma , S.v.n. Vishwanathan , Nawanol Ampornpunt , Zhaonan Sun
neural information processing systems 23 2361 -2369
226
2010
Large Scale Max-Margin Multi-Label Classification with Priors
Bharath Hariharan , Manik Varma , Lihi Zelnik-manor , S.v.n. Vishwanathan
international conference on machine learning 423 -430
119
2010
Sparse local embeddings for extreme multi-label classification
Manik Varma , Prateek Jain , Purushottam Kar , Kush Bhatia
neural information processing systems 28 730 -738
450
2015
ProtoNN: compressed and accurate kNN for resource-scarce devices
Manik Varma , Prateek Jain , Raghavendra Udupa , Harsha Vardhan Simhadri
international conference on machine learning 1331 -1340
166
2017
Resource-efficient machine learning in 2 KB RAM for the internet of things
Manik Varma , Saurabh Goyal , Ashish Kumar
international conference on machine learning 1935 -1944
228
2017
GesturePod: Gesture-based Interaction Cane for People with Visual Impairments
Vivek Seshadri , Manik Varma , Prateek Jain , Harsha Simhadri
1
2018
FastGRNN: A Fast, Accurate, Stable and Tiny Kilobyte Sized Gated Recurrent Neural Network
Manik Varma , Prateek Jain , Kush Bhatia , Manish Singh
neural information processing systems 31 9017 -9028
84
2018
DeepXML: Scalable & Accurate Deep Extreme Classification for Matching User Queries to Advertiser Bid Phrases
Manik Varma , Sumeet Agarwal , Himanshu Jain , Anshul Mittal
2019
DeepXML: A Deep Extreme Multi-Label Learning Framework Applied to Short Text Documents
Akshay Soni , Manik Varma , Sumeet Agarwal , Himanshu Jain
web search and data mining 31 -39
45
2021
DECAF: Deep Extreme Classification with Label Features
Manik Varma , Purushottam Kar , Sumeet Agarwal , Anshul Mittal
web search and data mining 49 -57
3
2021
GalaXC: Graph Neural Networks with Labelwise Attention for Extreme Classification
Manik Varma , Ruofei Zhang , Arnav Kumar Jain , Kushal Dave
the web conference
17
2021
ECLARE: Extreme Classification with Label Graph Correlations
Manik Varma , Purushottam Kar , Sumeet Agarwal , Anshul Mittal
the web conference
1
2021
Extreme Multi-label Loss Functions for Recommendation, Tagging, Ranking & Other Missing Label Applications
Himanshu Jain , Yashoteja Prabhu , Manik Varma
knowledge discovery and data mining 935 -944
327
2016
Learning to re-rank
Vidit Jain , Manik Varma
Proceedings of the 20th international conference on World wide web - WWW '11 277 -286
124
2011