Rahul Nair

According to our database, Rahul Nair authored at least 65 papers between 2004 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Ranking Large Language Models without Ground Truth.

Amit Dhurandhar, Rahul Nair, Moninder Singh, Elizabeth Daly, Karthikeyan Natesan Ramamurthy

CoRR, 2024

A city-agnostic framework to determine optimal location and sizing of electric vehicle charge stations.

Ajay Narayanan, Rahul Nair, Kedar Kulkarni

Proceedings of the 7th Joint International Conference on Data Science & Management of Data (11th ACM IKDD CODS and 29th COMAD), 2024

Interactive Human-Centric Bias Mitigation.

Inge Vejsbjerg, Elizabeth M. Daly, Rahul Nair, Svetoslav Nizhnichenkov

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

An explainable forecasting system for humanitarian needs assessment.

Rahul Nair, Bo Schwartz Madsen, Alexander Kjærum

AI Mag., December, 2023

A global taxonomy of interpretable AI: unifying the terminology for the technical and social sciences.

Mara Graziani, Lidia Dutkiewicz, Davide Calvaresi, José Pereira Amorim, Katerina Yordanova, Mor Vered, Rahul Nair, Pedro Henriques Abreu, Tobias Blanke, Valeria Pulignano, John O. Prior, Lode Lauwaert, Wessel Reijers, Adrien Depeursinge, Vincent Andrearczyk, Henning Müller

Artif. Intell. Rev., April, 2023

Explaining Knock-on Effects of Bias Mitigation.

Svetoslav Nizhnichenkov, Rahul Nair, Elizabeth Daly, Brian Mac Namee

CoRR, 2023

Co-creating a globally interpretable model with human input.

Rahul Nair

CoRR, 2023

Interpretable differencing of machine learning models.

Swagatam Haldar, Diptikalyan Saha, Dennis Wei, Rahul Nair, Elizabeth M. Daly

Proceedings of the Uncertainty in Artificial Intelligence, 2023

Cookie Consent Has Disparate Impact on Estimation Accuracy.

Erik Miehling, Rahul Nair, Elizabeth Daly, Karthikeyan Natesan Ramamurthy, Robert Redmond

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

AutoDOViz: Human-Centered Automation for Decision Optimization.

Daniel Karl I. Weidele, Shazia Afzal, Abel N. Valente, Cole Makuch, Owen Cornec, Long Vu, Dharmashankar Subramanian, Werner Geyer, Rahul Nair, Inge Vejsbjerg, Radu Marinescu, Paulito P. Palmes, Elizabeth M. Daly, Loraine Franke, Daniel Haehn

Proceedings of the 28th International Conference on Intelligent User Interfaces, 2023

Iterative Reward Shaping Using Human Feedback for Correcting Reward Misspecification.

Jasmina Gajcin, James McCarthy, Rahul Nair, Radu Marinescu, Elizabeth Daly, Ivana Dusparic

Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

2022

Boolean Decision Rules for Reinforcement Learning Policy Summarisation.

James McCarthy, Rahul Nair, Elizabeth Daly, Radu Marinescu, Ivana Dusparic

CoRR, 2022

On the Safety of Interpretable Machine Learning: A Maximum Deviation Approach.

Dennis Wei, Rahul Nair, Amit Dhurandhar, Kush R. Varshney, Elizabeth Daly, Moninder Singh

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

FROTE: Feedback Rule-Driven Oversampling for Editing Models.

Oznur Alkan, Dennis Wei, Massimiliano Mattetti, Rahul Nair, Elizabeth Daly, Diptikalyan Saha

Proceedings of Machine Learning and Systems 2022, 2022

Neo: Generalizing Confusion Matrix Visualization to Hierarchical and Multi-Output Labels.

Jochen Görtler, Fred Hohman, Dominik Moritz, Kanit Wongsuphasawat, Donghao Ren, Rahul Nair, Marc Kirchner, Kayur Patel

Proceedings of the CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 April 2022, 2022

2021

Robust transit line planning based on demand estimates obtained from mobile phones.

Chungmok Lee, Rahul Nair

EURO J. Transp. Logist., 2021

Contrastive Explanations for Comparing Preferences of Reinforcement Learning Agents.

Jasmina Gajcin, Rahul Nair, Tejaswini Pedapati, Radu Marinescu, Elizabeth Daly, Ivana Dusparic

CoRR, 2021

Prospective Explanations: An Interactive Mechanism for Model Understanding.

Rahul Nair, Pierpaolo Tommasi

Proceedings of the NeurIPS 2021 Competitions and Demonstrations Track, 2021

AIMEE: Interactive model maintenance with rule-based surrogates.

Owen Cornec, Rahul Nair, Elizabeth Daly, Oznur Alkan, Dennis Wei

Proceedings of the NeurIPS 2021 Competitions and Demonstrations Track, 2021

What Changed? Interpretable Model Comparison.

Rahul Nair, Massimiliano Mattetti, Elizabeth Daly, Dennis Wei, Oznur Alkan, Yunfeng Zhang

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

User Driven Model Adjustment via Boolean Rule Explanations.

Elizabeth M. Daly, Massimiliano Mattetti, Öznur Alkan, Rahul Nair

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

A machine learning approach to scenario analysis and forecasting of mixed migration.

Rahul Nair, Bo Schwartz Madsen, Helena Lassen, Serge Baduk, Srividya Nagarajan, Lars Henrik Mogensen, Rana Novack, Rebecca Curzon, Jurij Paraszczak, Sanne Urbak

IBM J. Res. Dev., 2020

Perfusion Quantification from Endoscopic Videos: Learning to Read Tumor Signatures.

Sergiy Zhuk, Jonathan P. Epperlein, Rahul Nair, Seshu Tirupathi, Pól Mac Aonghusa, Donal O'Shea, Ronan A. Cahill

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Scenario-based XAI for Humanitarian Aid Forecasting.

Josh Andres, Christine T. Wolf, Sergio Cabrero Barros, Erick Oduor, Rahul Nair, Alexander Kjærum, Anders Bech Tharsgaard, Bo Schwartz Madsen

Proceedings of the Extended Abstracts of the 2020 CHI Conference on Human Factors in Computing Systems, 2020

2019

RSM: An Explainable Predictive Sales Route Selector.

Bei Chen, Rahul Nair, Inge Vejsbjerg

Proceedings of the 2019 International Conference on Data Mining Workshops, 2019

2018

Guest Editorial Special Issue on Knowledge Discovery From Mobility Data for Intelligent Transportation Systems.

Luís Moreira-Matias, João Manuel Portela da Gama, Cristina Olaverri-Monreal, Rahul Nair, Roberto Trasarti

IEEE Trans. Intell. Transp. Syst., 2018

The Use of Presence Data in Modelling Demand for Transportation.

Jonathan Epperlein, Jaroslaw Legierski, Marcin Luckner, Jakub Marecek, Rahul Nair

CoRR, 2018

Aim for the sky: Fostering a Constructionist Learning Environment for Teaching Maker Skills to Children in India.

Velayudhan Alekh, Vennila Vilvanathan, Rahul Nair, Vattigunta Susmitha, Anirudh Muraleedharan, Meltem Alkoyak-Yildiz, Nagarajan Akshay, Rao R. Bhavani

Proceedings of the Conference on Creativity and Making in Education, 2018

Towards Automated Extraction of Business Constraints from Unstructured Regulatory Text.

Rahul Nair, Killian Levacher, Martin Stephenson

Proceedings of the COLING 2018, 2018

2016

AllAboard: Visual Exploration of Cellphone Mobility Data to Optimise Public Transport.

Giusy Di Lorenzo, Marco Luca Sbodio, Francesco Calabrese, Michele Berlingerio, Fabio Pinelli, Rahul Nair

IEEE Trans. Vis. Comput. Graph., 2016

Data-Driven Transit Network Design From Mobile Phone Trajectories.

Fabio Pinelli, Rahul Nair, Francesco Calabrese, Michele Berlingerio, Giusy Di Lorenzo, Marco Luca Sbodio

IEEE Trans. Intell. Transp. Syst., 2016

Equilibrium design of bicycle sharing systems: the case of Washington D.C.

Rahul Nair, Elise Miller-Hooks

EURO J. Transp. Logist., 2016

A Multi-Scale Approach to Data-Driven Mass Migration Analysis.

Mohammed N. Ahmed, Gianni Barlacchi, Stefano Braghin, Francesco Calabrese, Michele Ferretti, Vincent P. A. Lonij, Rahul Nair, Rana Novack, Jurij Paraszczak, Andeep S. Toor

Proceedings of the First Workshop on Data Science for Social Good co-located with European Conference on Machine Learning and Principles and Practice of Knowledge Dicovery in Databases, 2016

The HCI Benchmark Suite: Stereo and Flow Ground Truth with Uncertainties for Urban Autonomous Driving.

Daniel Kondermann, Rahul Nair, Katrin Honauer, Karsten Krispin, Jonas Andrulis, Alexander Brock, Burkhard Güssefeld, Mohsen Rahimimoghaddam, Sabine Hofmann, Claus Brenner, Bernd Jähne

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016

2015

Analysis and modeling pf passive stereo and time-of-flight imaging.

Rahul Nair

PhD thesis, 2015

Learning the Correction for Multi-Path Deviations in Time-of-Flight Cameras.

Mojmir Mutny, Rahul Nair, Jens-Malte Gottfried

CoRR, 2015

Reflection Modeling for Passive Stereo.

Rahul Nair, Andrew W. Fitzgibbon, Daniel Kondermann, Carsten Rother

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

2014

Equilibrium network design of shared-vehicle systems.

Rahul Nair, Elise Miller-Hooks

Eur. J. Oper. Res., 2014

Semantic Traffic Diagnosis with STAR-CITY: Architecture and Lessons Learned from Deployment in Dublin, Bologna, Miami and Rio.

Freddy Lécué, Robert Tucker, Simone Tallevi-Diotallevi, Rahul Nair, Yiannis Gkoufas, Giuseppe Liguori, Mauro Borioni, Alexandre Rademaker, Luciano Barbosa

Proceedings of the Semantic Web - ISWC 2014, 2014

Time of flight motion compensation revisited.

Jens-Malte Gottfried, Rahul Nair, Stephan Meister, Christoph S. Garbe, Daniel Kondermann

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Stereo Ground Truth with Error Bars.

Daniel Kondermann, Rahul Nair, Stephan Meister, Wolfgang Mischler, Burkhard Güssefeld, Katrin Honauer, Sabine Hofmann, Claus Brenner, Bernd Jähne

Proceedings of the Computer Vision - ACCV 2014, 2014

2013

Simulation of Time-of-Flight Sensors using Global Illumination.

Stephan Meister, Rahul Nair, Daniel Kondermann

Proceedings of the 18th International Workshop on Vision, Modeling, and Visualization, 2013

On-set depth capturing for VFX productions using time of flight.

Simon Spielmann, Volker Helzle, Rahul Nair

Proceedings of the International Conference on Computer Graphics and Interactive Techniques, 2013

AllAboard: A System for Exploring Urban Mobility and Optimizing Public Transport Using Cellphone Data.

Michele Berlingerio, Francesco Calabrese, Giusy Di Lorenzo, Rahul Nair, Fabio Pinelli, Marco Luca Sbodio

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2013

A Survey on Time-of-Flight Stereo Fusion.

Rahul Nair, Kai Ruhl, Frank Lenzen, Stephan Meister, Henrik Schäfer, Christoph S. Garbe, Martin Eisemann, Marcus A. Magnor, Daniel Kondermann

Proceedings of the Time-of-Flight and Depth Imaging. Sensors, Algorithms, and Applications, 2013

Ground Truth for Evaluating Time of Flight Imaging.

Rahul Nair, Stephan Meister, Martin Lambers, Michael Balda, Hannes G. Hofmann, Andreas Kolb, Daniel Kondermann, Bernd Jähne

Proceedings of the Time-of-Flight and Depth Imaging. Sensors, Algorithms, and Applications, 2013

Denoising Strategies for Time-of-Flight Data.

Frank Lenzen, Kwang In Kim, Henrik Schäfer, Rahul Nair, Stephan Meister, Florian Becker, Christoph S. Garbe, Christian Theobalt

Proceedings of the Time-of-Flight and Depth Imaging. Sensors, Algorithms, and Applications, 2013

Technical Foundation and Calibration Methods for Time-of-Flight Cameras.

Damien Lefloch, Rahul Nair, Frank Lenzen, Henrik Schäfer, Lee V. Streeter, Michael J. Cree, Reinhard Koch, Andreas Kolb

Proceedings of the Time-of-Flight and Depth Imaging. Sensors, Algorithms, and Applications, 2013

A State of the Art Report on Kinect Sensor Setups in Computer Vision.

Kai Berger, Stephan Meister, Rahul Nair, Daniel Kondermann

Proceedings of the Time-of-Flight and Depth Imaging. Sensors, Algorithms, and Applications, 2013

Ensemble Learning for Confidence Measures in Stereo Vision.

Ralf Haeusler, Rahul Nair, Daniel Kondermann

Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012

Learning to count with regression forest and structured labels.

Luca Fiaschi, Ullrich Köthe, Rahul Nair, Fred A. Hamprecht

Proceedings of the 21st International Conference on Pattern Recognition, 2012

Missed connections: quantifying and optimizing multi-modal interconnectivity in cities.

Cathal Coffey, Rahul Nair, Fabio Pinelli, Alexei Pozdnoukhov, Francesco Calabrese

Proceedings of the 5th ACM SIGSPATIAL International Workshop on Computational Transportation Science 2011, 2012

High Accuracy TOF and Stereo Sensor Fusion at Interactive Rates.

Rahul Nair, Frank Lenzen, Stephan Meister, Henrik Schäfer, Christoph S. Garbe, Daniel Kondermann

Proceedings of the Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012

2011

Fleet Management for Vehicle Sharing Operations.

Rahul Nair, Elise Miller-Hooks

Transp. Sci., 2011

A Geographic Information System-Based Real-Time Decision Support Framework for Routing Vehicles Carrying Hazardous Materials.

Minseok Kim, Elise Miller-Hooks, Rahul Nair

J. Intell. Transp. Syst., 2011

2008

ZoneTag's Collaborative Tag Suggestions: What is This Person Doing in My Phone?.

Mor Naaman, Rahul Nair

IEEE Multim., 2008

Photos on the go: a mobile application case study.

Mor Naaman, Rahul Nair, Vlad Kaplun

Proceedings of the 2008 Conference on Human Factors in Computing Systems, 2008

2007

Summarization of online image collections via implicit feedback.

Shane Ahern, Simon King, Mor Naaman, Rahul Nair

Proceedings of the 16th International Conference on World Wide Web, 2007

How flickr helps us make sense of the world: context and content in community-contributed media collections.

Lyndon S. Kennedy, Mor Naaman, Shane Ahern, Rahul Nair, Tye Rattenbury

Proceedings of the 15th International Conference on Multimedia 2007, 2007

Zurfer: mobile multimedia access in spatial, social and topical context.

Amy Hwang, Shane Ahern, Simon King, Mor Naaman, Rahul Nair, Jeannie Hui-I Yang

Proceedings of the 15th International Conference on Multimedia 2007, 2007

World explorer: visualizing aggregate data from unstructured text in geo-referenced collections.

Shane Ahern, Mor Naaman, Rahul Nair, Jeannie Hui-I Yang

Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2007

Over-exposed?: privacy patterns and considerations in online and mobile photo sharing.

Shane Ahern, Dean Eckles, Nathaniel Good, Simon King, Mor Naaman, Rahul Nair

Proceedings of the 2007 Conference on Human Factors in Computing Systems, 2007

2005

Photo LOI: browsing multi-user photo collections.

Rahul Nair, Nick Reid, Marc Davis

Proceedings of the 13th ACM International Conference on Multimedia, 2005

MMM2: mobile media metadata for media sharing.

Marc Davis, John F. Canny, Nancy A. Van House, Nathan Good, Simon King, Rahul Nair, Carrie Burgener, Bruce Rinehart, Rachel M. Strickland, Guy Campbell, Scott Fisher, Nick Reid

Proceedings of the 13th ACM International Conference on Multimedia, 2005

2004

Calculation of an aggregated level of interest function for recorded events.

Rahul Nair

Proceedings of the 12th ACM International Conference on Multimedia, 2004