Sameer Singh

Sameer Singh, 2000, Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks. IJCNN 2000. Neural Computing: New Challenges and Perspectives for the New Millennium.

Multiple forecasting using local approximation

Sameer Singh, Sameer Singh, 2001, Pattern Recognit..

Better call Saul: Flexible Programming for Learning and Inference in NLP

Parisa Kordjamshidi, Dan Roth, Daniel Khashabi, 2016, COLING.

A Multi-Objective Algorithm based upon Particle Swarm Optimisation, an Efficient Data Structure and

Jonathan E. Fieldsend, Sameer Singh, Sameer Singh, 2002 .

Medical image segmentation in digital mammography

Sameer Singh, Keir Bovis, 2001 .

Effect of noise on generalisation in massively parallel fuzzy systems

Sameer Singh, 1998, Pattern Recognit..

Programs as Black-Box Explanations pdf

Carlos Guestrin, Sameer Singh, Marco Túlio Ribeiro, 2016, ArXiv.

Interpretation of Natural Language Rules in Conversational Machine Reading

Guillaume Bouchard, Sameer Singh, Tim Rocktäschel, 2018, EMNLP.

Distantly Labeling Data for Large Scale Cross-Document Coreference pdf

Andrew McCallum, Michael L. Wick, Sameer Singh, 2010, ArXiv.

Video sequence matching with spatio-temporal constraints

Wei Ren, Sameer Singh, 2004, ICPR 2004.

Proceedings of the Third international conference on Pattern Recognition and Image Analysis - Volume Part II

Maneesha Singh, Chid Apte, Petra Perner, 2005 .

Monte Carlo MCMC: Efficient Inference by Sampling Factors

Andrew McCallum, Michael L. Wick, Sameer Singh, 2012, AKBC-WEKEX@NAACL-HLT.

Minerva scene analysis benchmark

Sameer Singh, M. Sharma, Sameer Singh, 2001, The Seventh Australian and New Zealand Intelligent Information Systems Conference, 2001.

On Approximate Reasoning Capabilities of Low-Rank Vector Spaces

Guillaume Bouchard, Sameer Singh, Théo Trouillon, 2015, AAAI Spring Symposia.

Assessing confidence of knowledge base content with an experimental study in entity resolution

Andrew McCallum, Ari Kobren, Michael L. Wick, 2013, AKBC '13.

Semantic compression for edge-assisted systems

Marco Levorato, Sameer Singh, Igor Burago, 2017, 2017 Information Theory and Applications Workshop (ITA).

Common coupling and pointer variables, with application to a Linux case study

Stephen R. Schach, Dror G. Feitelson, Gabor Madl, 2006, Software Quality Journal.

Fine-grain analysis of common coupling and its application to a Linux case study

Stephen R. Schach, Dror G. Feitelson, Gabor Madl, 2007, J. Syst. Softw..

Inductive Bias

Sameer Singh, 2017, Encyclopedia of Machine Learning and Data Mining.

Quantifying Structural Time Varying Changes in Helical Data

Sameer Singh, 2001, Neural Computing & Applications.

Fuzzy neural computing of coffee and tainted-water data from an electronic nose

Sameer Singh, Evor L. Hines, Julian W. Gardner, 1996 .

Enhancing comprehension of web information for users with special linguistic needs

Sameer Singh, Tom Gedeon, Youngju Rho, 1998 .

A Discriminative Hierarchical Model for Fast Coreference at Large Scale

Andrew McCallum, Michael L. Wick, Sameer Singh, 2012, ACL.

Detection of new image objects in video sequences using neural networks

John F. Haddon, Sameer Singh, Markos Markou, 2000, Electronic Imaging.

Injecting Logical Background Knowledge into Embeddings for Relation Extraction

Sameer Singh, Tim Rocktäschel, Sebastian Riedel, 2015, NAACL.

Wavelet based real-time power quality monitoring

Sameer Singh, Bhavna Jain, Shailendra Jain, 2016, 2016 IEEE Canadian Conference on Electrical and Computer Engineering (CCECE).

Mining Knowledge Graphs From Text

Jay Pujara, Sameer Singh, 2018, WSDM.

Scaling Up Machine Learning: Parallel Large-Scale Feature Selection

Jeremy Kubica, Sameer Singh, Daria Sorokina, 2011 .

Developing trading strategies based on risk-analysis of stocks

Sameer Singh, Martin D. Sykora, Sameer Singh, 2007 .

DROP: A Reading Comprehension Benchmark Requiring Discrete Reasoning Over Paragraphs

Gabriel Stanovsky, Sameer Singh, Pradeep Dasigi, 2019, NAACL.

2D spiral pattern recognition with possibilistic measures

Sameer Singh, Sameer Singh, 1998, Pattern Recognit. Lett..

Medical Image Segmentation Using Level Sets

Sameer Singh, Swamy Laxminarayan, Jasjit Suri, 2002 .

WOLFE: An NLP-friendly Declarative Machine Learning Stack

Sameer Singh, Tim Rocktäschel, Sebastian Riedel, 2015, HLT-NAACL.

Colour texture analysis of natural scenes using neural networks

Maneesha Singh, Sameer Singh, Markos Markou, 2002, Proceedings of the 2002 International Joint Conference on Neural Networks. IJCNN'02 (Cat. No.02CH37290).

Compact Factorization of Matrices Using Generalized Round-Rank pdf

Carlos Guestrin, Sameer Singh, Pouya Pezeshkpour, 2018, ArXiv.

Transfer of learning for complex task domains: a demonstration using multiple robots

Julie A. Adams, Sameer Singh, 2006, Proceedings 2006 IEEE International Conference on Robotics and Automation, 2006. ICRA 2006..

Creating Interactive and Visual Educational Resources for AI

Sameer Singh, Sebastian Riedel, 2016, AAAI.

Towards Two-Way Interaction with Reading Machines

Guillaume Bouchard, Sameer Singh, Tim Rocktäschel, 2015, SLSP.

A Framework of Rapid Regional Tsunami Damage Recognition From Post-event TerraSAR-X Imagery Using Deep Neural Networks

Sameer Singh, Shunichi Koshimura, Bruno Adriano, 2018, IEEE Geoscience and Remote Sensing Letters.

Episode detection in videos captured using a head-mounted camera

Sameer Singh, Dave Grosvenor, Aneesh Chauhan, 2004, Pattern Analysis and Applications.

PRISM – A novel framework for pattern recognition

Sameer Singh, Sameer Singh, 2003, Pattern Analysis & Applications.

A Pilot Study on Gender Differences in Conversational Speech on Lexical Richness Measures

Sameer Singh, Sameer Singh, 2001, Lit. Linguistic Comput..

Grid Disturbance Analysis with Grid Connected Wind Energy System

Sameer Singh, Bhavna Jain, 2018, 2018 IEEE International Conference on Power Electronics, Drives and Energy Systems (PEDES).

Universal Schema for Slot Filling and Cold Start: UMass IESL at TACKBP 2013

Andrew McCallum, Ari Kobren, Sameer Singh, 2013, TAC.

Power Loss Reduction in Power System based on PSO: Case Study

Sameer Singh, Upendra Prasad, Vivek Kumar Jain, 2017 .

Automated Probabilistic Modelling for Relational Data

Thore Graepel, Sameer Singh, T. Graepel, 2013 .

Pattern recognition using information slicing method (PRISM)

Antony Galton, Sameer Singh, Sameer Singh, 2002, Object recognition supported by user interaction for service robots.

Distributed Non-Parametric Representations for Vital Filtering: UW at TREC KBA 2014

Carlos Guestrin, Sameer Singh, Ignacio Cano, 2014, TREC.

Semantically Equivalent Adversarial Rules for Debugging NLP models

Carlos Guestrin, Sameer Singh, Marco Túlio Ribeiro, 2018, ACL.

Bi-directional Joint Inference for Entity Resolution and Segmentation Using Imperatively-Defined Factor Graphs

Andrew McCallum, Sameer Singh, Karl Schultz, 2009, ECML/PKDD.

Updating a priori information in fuzzy pattern recognition to improve classification performance

Sameer Singh, 2000, J. Intell. Fuzzy Syst..

WOLFE: Strength Reduction and Approximate Programming for Probabilistic Programming

Vivek Srikumar, Jan Nößner, Sameer Singh, 2014, AAAI Workshop: Statistical Relational Artificial Intelligence.

Pattern Recognition and Data Mining, Third International Conference on Advances in Pattern Recognition, ICAPR 2005, Bath, UK, August 22-25, 2005, Proceedings, Part I

Maneesha Singh, Chid Apte, Petra Perner, 2005, International Conference on Advances in Pattern Recognition.

An Automated Video Annotation System

Wei Ren, Sameer Singh, Sameer Singh, 2005, ICAPR.

Anchors: High-Precision Model-Agnostic Explanations

Carlos Guestrin, Sameer Singh, Marco Túlio Ribeiro, 2018, AAAI.

Compiling Relational Database Schemata into Probabilistic Graphical Models pdf

Thore Graepel, Sameer Singh, T. Graepel, 2012, ArXiv.

Minimally-Supervised Extraction of Entities from Text Advertisements

Sameer Singh, Dustin Hillard, Chris Leggetter, 2010, NAACL.

FACTORIE: Probabilistic Programming via Imperatively Defined Factor Graphs

Andrew McCallum, Sameer Singh, Karl Schultz, 2009, NIPS.

Discriminating Unknown Faces using Eigen-face Approach and a Novelty Filter

Maneesha Singh, Sameer Singh, Ke Shanjing, 2007 .

GenderQuant: Quantifying Mention-Level Genderedness

Sameer Singh, Ananya, Nitya Parthasarthi, 2019, NAACL.

Connotation Frames: A Data-Driven Investigation

Yejin Choi, Sameer Singh, Hannah Rashkin, 2015, ACL.

Fast kernel: Background theory and experimental results

Fernando Paganini, Harvey B Newman, Steven H. Low, 2003 .

Distributed MAP Inference for Undirected Graphical Models

Fernando Pereira, Andrew McCallum, Sameer Singh, 2010 .

Model-Agnostic Interpretability of Machine Learning pdf

Carlos Guestrin, Sameer Singh, Marco Túlio Ribeiro, 2016, ArXiv.

Neural network separation of temporal data

Sameer Singh, 1999, IJCNN'99. International Joint Conference on Neural Networks. Proceedings (Cat. No.99CH36339).

A comparison of image enhancement techniques for explosive detection

Maneesha Singh, Sameer Singh, Derek Partridge, 2004, ICPR 2004.

"Why Should I Trust You?": Explaining the Predictions of Any Classifier

Carlos Guestrin, Sameer Singh, Marco Túlio Ribeiro, 2016, ArXiv.

Towards Extracting Faithful and Descriptive Representations of Latent Variable Models

Sameer Singh, Tim Rocktäschel, Sebastian Riedel, 2015, AAAI Spring Symposia.

A Long Memory Pattern Modelling and Recognition System for Financial Time-Series Forecasting

Sameer Singh, Sameer Singh, 1999, Pattern Analysis & Applications.

Combining Symbolic and Function Evaluation Expressions In Neural Programs pdf

Anima Anandkumar, Sameer Singh, Forough Arabshahi, 2018, ArXiv.

Embedding Multimodal Relational Data for Knowledge Base Completion

Sameer Singh, Pouya Pezeshkpour, Liyan Chen, 2018, EMNLP.

Monte Carlo MCMC: Efficient Inference by Approximate Sampling

Andrew McCallum, Michael L. Wick, Sameer Singh, 2012, EMNLP.

Intelligent data filtering in constrained IoT systems

Marco Levorato, Sameer Singh, Davide Callegaro, 2017, 2017 51st Asilomar Conference on Signals, Systems, and Computers.

Feature selection based on a black hole model of data reorganization

Sameer Singh, Markos Markou, 2004, ICPR 2004.

Automatic Video Shot Boundary Detection Using Machine Learning

Wei Ren, Sameer Singh, 2004, IDEAL.

From Reinforcement Learning to Deep Reinforcement Learning: An Overview

Pierre Baldi, Sameer Singh, Forest Agostinelli, 2017, Braverman Readings in Machine Learning.

Collectively Embedding Multi-Relational Data for Predicting User Preferences pdf

Nitish Gupta, Sameer Singh, 2015, ArXiv.

Designing intelligent interfaces for users with memory and language limitations

Sameer Singh, Sameer Singh, 2000 .

Noisy Time‐Series Prediction using Pattern Recognition Techniques

Sameer Singh, 2000, Comput. Intell..

Scaling MCMC Inference and Belief Propagation to Large, Dense Graphical Models

Sameer Singh, Sameer Singh, 2014 .

Indoor/Outdoor Scene Classification using Audio and Video Features

José Lopes, Sameer Singh, Sameer Singh, 2007 .

Proceedings of the 2013 workshop on Automated knowledge base construction, AKBC@CIKM 13, San Francisco, California, USA, October 27-28, 2013

Fabian M. Suchanek, Partha Pratim Talukdar, Sameer Singh, 2013, AKBC@CIKM.

An Efficient Way to Enhance Mammogram Image in Transformation Domain

Sameer Singh, Clement A Adebamowo, Temidayo O Ogundiran, 2012 .

Identification of Regions of Interest in Digital Mammograms

Sameer Singh, Reem Al-Mansoori, Reem S. Al-Mansoori, 2000 .

Non-Skeleton- and Skeleton-Based Segmentation Techniques from Angiography Data Sets

Sameer Singh, Kecheng Liu, Swamy Laxminarayan, 2003 .

Constraint-Driven Rank-Based Learning for Information Extraction

Andrew McCallum, Sameer Singh, Sebastian Riedel, 2010, HLT-NAACL.

Generating Natural Adversarial Examples pdf

Sameer Singh, Zhengli Zhao, Dheeru Dua, 2017, ICLR.

A joint model for discovering and linking entities

Andrew McCallum, Michael L. Wick, Sameer Singh, 2013, AKBC '13.

Entity Linking via Joint Encoding of Types, Descriptions, and Context

Dan Roth, Nitish Gupta, Sameer Singh, 2017, EMNLP.

Towards Asynchronous Distributed MCMC Inference for Large Graphical Models

Andrew McCallum, Sameer Singh, 2011 .

Wikilinks: A Large-scale Cross-Document Coreference Corpus Labeled via Links to Wikipedia

Fernando Pereira, Andrew McCallum, Sameer Singh, 2012 .

Region based classifier selection in image understanding

Maneesha Singh, Sameer Singh, Maneesha Singh, 2003 .

A pattern matching tool for time-series forecasting

Sameer Singh, Elizabeth Stuart, 1998, Proceedings. Fourteenth International Conference on Pattern Recognition (Cat. No.98EX170).

EEG data classification with localised structural information

Sameer Singh, 2000, Proceedings 15th International Conference on Pattern Recognition. ICPR-2000.

Combining Symbolic Expressions and Black-box Function Evaluations in Neural Programs

Anima Anandkumar, Sameer Singh, Forough Arabshahi, 2018, ICLR.

PATTERN MODELLING IN TIME-SERIES FORECASTING

Sameer Singh, 2000, Cybern. Syst..

Anytime Belief Propagation Using Sparse Domains pdf

Andrew McCallum, Sameer Singh, Sebastian Riedel, 2013, ArXiv.

Large-Scale Cross-Document Coreference Using Distributed Inference and Hierarchical Models

Andrew McCallum, Sameer Singh, Amarnag Subramanya, 2011, ACL.

Automated probabilistic modeling for relational data

Thore Graepel, Sameer Singh, 2013, CIKM.

Embedding Multimodal Relational Data

Sameer Singh, Pouya Pezeshkpour, Liyan Chen, 2017, AKBC@NIPS.

Nothing Else Matters: Model-Agnostic Explanations By Identifying Prediction Invariance pdf

Carlos Guestrin, Sameer Singh, Marco Túlio Ribeiro, 2016, ArXiv.

Learning the Optimal Contrast Enhancement of Mammographie Breast Masses

Sameer Singh, Keir Bovis, 2003 .

Multiresolution Estimates of Classification Complexity

Sameer Singh, Sameer Singh, 2003, IEEE Trans. Pattern Anal. Mach. Intell..

Advances in computer vision, graphics, image processing and pattern recognition techniques for MR brain cortical segmentation and reconstruction: a review toward functional MRI (fMRI)

Jasjit S. Suri, Sameer Singh, Xiaolan Zeng, 2001 .

Future profiling of time series behavior

Sameer Singh, Sameer Singh, 2000, Int. J. Intell. Syst..

Multiple Cell-Particle Tracking Based on Multi-Resolution Block-Matching using Genetic Algorithm

Harish Bhaskar, Sameer Singh, Jeremy M. Tavaré, 2006 .

Fuzzy Pattern Recognition for Knowledge-Based Systems1

Sameer Singh, Michael Steinl, Sameer Singh, 1996 .

Efficient Second-Order Gradient Boosting for Conditional Random Fields

Ben Taskar, Tianqi Chen, Carlos Guestrin, 2015, AISTATS.

Relational Learning and Feature Extraction by Querying over Heterogeneous Information Networks pdf

Parisa Kordjamshidi, Dan Roth, Saurabh Sinha, 2017, ArXiv.

A High-IIP3 Third-Order Elliptic Filter With Current-Efficient Feedforward-Compensated Opamps

Abhishek Agrawal, Nagendra Krishnapura, Sameer Singh, 2011, IEEE Transactions on Circuits and Systems II: Express Briefs.

Low-Dimensional Embeddings of Logic

Sameer Singh, Sebastian Riedel, Matko Bošnjak, 2014, ACL 2014.

Design Challenges for Entity Linking

Daniel S. Weld, Sameer Singh, Xiao Ling, 2015, TACL.

Dynamic Knowledge-Base Alignment for Coreference Resolution

Andrew McCallum, Sameer Singh, Jinho D. Choi, 2013, CoNLL.

Texture Analysis Experiments with Meastex and Vistex Benchmarks

Sameer Singh, Maneesha Sharma, Sameer Singh, 2001, ICAPR.

Progress in Pattern Recognition

Maneesha Singh, Sameer Singh, 2007 .

Investigating Robustness and Interpretability of Link Prediction via Adversarial Modifications

Sameer Singh, Yifan Tian, Pouya Pezeshkpour, 2018, NAACL.

IMAGE RETRIEVAL USING SPATIAL CONTEXT

Maneesha Singh, Wei Ren, Sameer Singh, 2002 .

Aphasia assessment and therapy using hypertext-related tasks

Sameer Singh, Brain Petheram, Sameer Singh, 1997 .

An Integrated Approach to Automatic Indoor Outdoor Scene Classification in Digital Images

Sameer Singh, Matthew Traherne, 2004, IDEAL.

A machine learning approach for optimising image segmentation algorithms

Maneesha Singh, Sameer Singh, Maneesha Singh, 2011, 2011 IEEE 7th International Conference on Intelligent Computer Communication and Processing.

MAP inference in Large Factor Graphs with Reinforcement Learning

Andrew McCallum, Michael Wick, Sameer Singh, 2008 .

BottleFit: Learning Compressed Representations in Deep Neural Networks for Effective and Efficient Split Computing pdf

Marco Levorato, Sameer Singh, Yoshitomo Matsubara, 2022, ArXiv.

Context Representation for Named Entity Linking

Sameer Singh, Xiao Ling, Sameer Singh, 2014 .

1 Parallel Large-Scale Feature Selection

Jeremy Kubica, Sameer Singh, Daria Sorokina, 2010 .

Inducing Value Sparsity for Parallel Inference in Tree-shaped Models

Andrew McCallum, Sameer Singh, A. McCallum, 2011 .