Vikas C. Raykar

47 papers A* 8A 8B 3Journal 14Unranked 13
YearRankTypeTitle / Venue / Authors
2025 A* conf
Graph-Based Algorithms for Diverse Similarity Search.
ICML
Piyush Anand, Piotr Indyk, Ravishankar Krishnaswamy, Sepideh Mahabadi, Vikas C. Raykar, Kirankumar Shiragur, Haike Xu
2025 J jnl
Graph-Based Algorithms for Diverse Similarity Search.
CoRR
Piyush Anand, Piotr Indyk, Ravishankar Krishnaswamy, Sepideh Mahabadi, Vikas C. Raykar, Kirankumar Shiragur, Haike Xu
2023 J jnl
TsSHAP: Robust model agnostic feature-based explainability for time series forecasting.
CoRR
Vikas C. Raykar, Arindam Jati, Sumanta Mukherjee, Nupur Aggarwal, Kanthi K. Sarpatwar, Giridhar Ganapavarapu, Roman Vaculín
2019 J jnl
Multi-modal dialog for browsing large visual catalogs using exploration-exploitation paradigm in a joint embedding space.
CoRR
Indrani Bhattacharya, Arkabandhu Chowdhury, Vikas C. Raykar
2019 B conf
Multimodal Dialog for Browsing Large Visual Catalogs using Exploration-Exploitation Paradigm in a Joint Embedding Space.
ICMR
Indrani Bhattacharya, Arkabandhu Chowdhury, Vikas C. Raykar
2018 A conf
Learning Disentangled Multimodal Representations for the Fashion Domain.
WACV
Amrita Saha, Megha Nawhal, Mitesh M. Khapra, Vikas C. Raykar
2017 A* conf
GRASP: Rich Patterns for Argumentation Mining.
EMNLP
Eyal Shnarch, Ran Levy, Vikas C. Raykar, Noam Slonim
2017 A conf
Joint Learning of Correlated Sequence Labeling Tasks Using Bidirectional Recurrent Neural Networks.
INTERSPEECH
Vardaan Pahuja, Anirban Laha, Shachar Mirkin, Vikas C. Raykar, Lili Kotlerman, Guy Lev
2017 J jnl
Joint Learning of Correlated Sequence Labelling Tasks Using Bidirectional Recurrent Neural Networks.
CoRR
Vardaan Pahuja, Anirban Laha, Shachar Mirkin, Vikas C. Raykar, Lili Kotlerman, Guy Lev
2016 B conf
An Empirical Evaluation of various Deep Learning Architectures for Bi-Sequence Classification Tasks.
COLING
Anirban Laha, Vikas C. Raykar
2016 J jnl
An Empirical Evaluation of various Deep Learning Architectures for Bi-Sequence Classification Tasks.
CoRR
Anirban Laha, Vikas C. Raykar
2015 — conf
Data Split Strategiesfor Evolving Predictive Models.
ECML/PKDD (1)
Vikas C. Raykar, Amrita Saha
2015 J jnl
Taxonomy grounded aggregation of classifiers with different label sets.
CoRR
Amrita Saha, Sathish Indurthi, Shantanu Godbole, Subendhu Rongali, Vikas C. Raykar
2014 A conf
AUC dominant unsupervised ensemble of binary classifiers.
SDM
Priyanka Agrawal, Vikas C. Raykar, Amrita Saha
2014 — conf
An Autoencoder Approach to Learning Bilingual Word Representations.
NIPS
A. P. Sarath Chandar, Stanislas Lauly, Hugo Larochelle, Mitesh M. Khapra, Balaraman Ravindran, Vikas C. Raykar, Amrita Saha
2014 J jnl
An Autoencoder Approach to Learning Bilingual Word Representations.
CoRR
A. P. Sarath Chandar, Stanislas Lauly, Hugo Larochelle, Mitesh M. Khapra, Balaraman Ravindran, Vikas C. Raykar, Amrita Saha
2014 — conf
Claims on demand - an initial demonstration of a system for automatic detection and polarity identification of context dependent claims in massive corpora.
COLING (Demos)
Noam Slonim, Ehud Aharoni, Carlos Alzate, Roy Bar-Haim, Yonatan Bilu, Lena Dankin, Iris Eiron, Daniel Hershcovich, Shay Hummel, Mitesh M. Khapra, Tamar Lavee, Ran Levy, Paul Matchen, Anatoly Polnarov, Vikas C. Raykar, Ruty Rinott, Amrita Saha, Naama Zwerdling, David Konopnicki, Dan Gutfreund
2014 A conf
Sequential crowdsourced labeling as an epsilon-greedy exploration in a Markov Decision Process.
AISTATS
Vikas C. Raykar, Priyanka Agrawal
2012 J jnl
Eliminating Spammers and Ranking Annotators for Crowdsourced Labeling Tasks.
J. Mach. Learn. Res.
Vikas C. Raykar, Shipeng Yu
2012 — conf
Learning to Locate Cortical Bone in MRI.
MLMI
Gerardo Hermosillo Valadez, Vikas C. Raykar, Xiang Zhou
2012 J jnl
Mining anatomical, physiological and pathological information from medical images.
SIGKDD Explor.
Xiang Sean Zhou, Yiqiang Zhan, Vikas C. Raykar, Gerardo Hermosillo Valadez, Luca Bogoni, Zhigang Peng
2011 J jnl
Computerized Classification of Intraductal Breast Lesions Using Histopathological Images.
IEEE Trans. Biomed. Eng.
Murat Dundar, Sunil Badve, Gökhan Bilgin, Vikas C. Raykar, Rohit K. Jain, Olcay Sertel, Metin N. Gurcan
2011 — conf
Ranking annotators for crowdsourced labeling tasks.
NIPS
Vikas C. Raykar, Shipeng Yu
2011 — conf
Robust Large Scale Prone-Supine Polyp Matching Using Local Features: A Metric Learning Approach.
MICCAI (3)
Meizhu Liu, Le Lu, Jinbo Bi, Vikas C. Raykar, Matthias Wolf, Marcos Salganicoff
2010 B conf
A Multiple Instance Learning Approach toward Optimal Classification of Pathology Slides.
ICPR
Murat Dundar, Sunil Badve, Vikas C. Raykar, Rohit K. Jain, Olcay Sertel, Metin N. Gurcan
2010 A* conf
Designing efficient cascaded classifiers: tradeoff between accuracy and cost.
KDD
Vikas C. Raykar, Balaji Krishnapuram, Shipeng Yu
2010 J jnl
Learning From Crowds.
J. Mach. Learn. Res.
Vikas C. Raykar, Shipeng Yu, Linda H. Zhao, Gerardo Hermosillo Valadez, Charles Florin, Luca Bogoni, Linda Moy
2010 — ch.
Lung Nodule Detection.
ImageCLEF
Luca Bogoni, Jinbo Bi, Charles Florin, Anna K. Jerebko, Arun Krishnan, Sangmin Park, Vikas C. Raykar, Marcos Salganicoff
2010 A conf
Nonparametric prior for adaptive sparsity.
AISTATS
Vikas C. Raykar, Linda H. Zhao
2009 A* conf
Supervised learning from multiple experts: whom to trust when everyone lies a bit.
ICML
Vikas C. Raykar, Shipeng Yu, Linda H. Zhao, Anna K. Jerebko, Charles Florin, Gerardo Hermosillo Valadez, Luca Bogoni, Linda Moy
2008 J jnl
A Fast Algorithm for Learning a Ranking Function from Large-Scale Data Sets.
IEEE Trans. Pattern Anal. Mach. Intell.
Vikas C. Raykar, Ramani Duraiswami, Balaji Krishnapuram
2008 — conf
Automatic online tuning for fast Gaussian summation.
NIPS
Vlad I. Morariu, Balaji Vasan Srinivasan, Vikas C. Raykar, Ramani Duraiswami, Larry S. Davis
2008 A* conf
Bayesian multiple instance learning: automatic feature selection and inductive transfer.
ICML
Vikas C. Raykar, Balaji Krishnapuram, Jinbo Bi, Murat Dundar, R. Bharat Rao
2008 — conf
Multiple-Instance Learning Improves CAD Detection of Masses in Digital Mammography.
Digital Mammography / IWDM
Balaji Krishnapuram, Jonathan Stoeckel, Vikas C. Raykar, R. Bharat Rao, Philippe Bamberger, Eli Ratner, Nicolas Merlet, Inna Stainvas, Menahem Abramov, Alexandra Manevitch
2008 A* conf
Polyhedral classifier for target detection: a case study: colorectal cancer.
ICML
Murat Dundar, Matthias Wolf, Sarang Lakare, Marcos Salganicoff, Vikas C. Raykar
2007 A conf
A fast algorithm for learning large scale preference relations.
AISTATS
Vikas C. Raykar, Ramani Duraiswami, Balaji Krishnapuram
2007 A* conf
Multimodal Tracking for Smart Videoconferencing and Video Surveillance.
CVPR
Dmitry N. Zotkin, Vikas C. Raykar, Ramani Duraiswami, Larry S. Davis
2007 — conf
On Ranking in Survival Analysis: Bounds on the Concordance Index.
NIPS
Vikas C. Raykar, Harald Steck, Balaji Krishnapuram, Cary Dehing-Oberije, Philippe Lambin
2006 A conf
Fast optimal bandwidth selection for kernel density estimation.
SDM
Vikas C. Raykar, Ramani Duraiswami
2005 — conf
Approximate expressions for the mean and the covariance of the maximum likelihood estimator for acoustic source localization.
ICASSP (3)
Vikas C. Raykar, Ramani Duraiswami
2005 J jnl
Position calibration of microphones and loudspeakers in distributed computing platforms.
IEEE Trans. Speech Audio Process.
Vikas C. Raykar, Igor Kozintsev, Rainer Lienhart
2005 J jnl
Speaker Localization Using Excitation Source Information in Speech.
IEEE Trans. Speech Audio Process.
Vikas C. Raykar, B. Yegnanarayana, S. R. Mahadeva Prasanna, Ramani Duraiswami
2005 — conf
The manifolds of spatial hearing.
ICASSP (3)
Ramani Duraiswami, Vikas C. Raykar
2004 — conf
Automatic position calibration of multiple microphones.
ICASSP (4)
Vikas C. Raykar, Ramani Duraiswami
2003 A* conf
Position calibration of audio sensors and actuators in a distributed computing platform.
ACM Multimedia
Vikas C. Raykar, Igor Kozintsev, Rainer Lienhart
2003 A conf
Tracking a moving speaker using excitation source information.
INTERSPEECH
Vikas C. Raykar, Ramani Duraiswami, B. Yegnanarayana, S. R. Mahadeva Prasanna
2002 — conf
Virtual Audio System Customization Using Visual Matching of Ear Parameters.
ICPR (3)
Dmitry N. Zotkin, Ramani Duraiswami, Larry S. Davis, Ankur Mohan, Vikas C. Raykar