Rahul Nair

ORCID

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 48

Top Venues

CoRR

AAAI

EURO J. Transp. Logist.

IUI

Heidelberg University, Germany (PHD)

Education History

Heidelberg University, Germany

PHD

Publications

Jan-Christoph Klie, Juan Haladjian, Marc Kirchner, Rahul Nair
On Efficient and Statistical Quality Estimation for Data Annotation. CoRR (2024)
Qian Pan, Zahra Ashktorab, Michael Desmond, Martin Santillan Cooper, James M. Johnson, Rahul Nair, Elizabeth Daly, Werner Geyer
Human-Centered Design Recommendations for LLM-as-a-Judge. CoRR (2024)
Ajay Narayanan, Rahul Nair, Kedar Kulkarni
A city-agnostic framework to determine optimal location and sizing of electric vehicle charge stations. COMAD/CODS (2024)
Amit Dhurandhar, Rahul Nair, Moninder Singh, Elizabeth Daly, Karthikeyan Natesan Ramamurthy
Ranking Large Language Models without Ground Truth. ACL (Findings) (2024)
Amit Dhurandhar, Rahul Nair, Moninder Singh, Elizabeth Daly, Karthikeyan Natesan Ramamurthy
Ranking Large Language Models without Ground Truth. CoRR (2024)
Rahul Nair, Raina Samuel
Poster: Challenges Faced by Popular Apps in Foldable Devices. MobiSys (2024)
Inge Vejsbjerg, Elizabeth M. Daly, Rahul Nair, Svetoslav Nizhnichenkov
Interactive Human-Centric Bias Mitigation. AAAI (2024)
Swagatam Haldar, Diptikalyan Saha, Dennis Wei, Rahul Nair, Elizabeth M. Daly
Interpretable differencing of machine learning models. UAI (2023)
Rahul Nair
Co-creating a globally interpretable model with human input. CoRR (2023)
Erik Miehling, Rahul Nair, Elizabeth Daly, Karthikeyan Natesan Ramamurthy, Robert Redmond
Cookie Consent Has Disparate Impact on Estimation Accuracy. NeurIPS (2023)
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
AutoDOViz: Human-Centered Automation for Decision Optimization. CoRR (2023)
Svetoslav Nizhnichenkov, Rahul Nair, Elizabeth Daly, Brian Mac Namee
Explaining Knock-on Effects of Bias Mitigation. CoRR (2023)
Rahul Nair, Bo Schwartz Madsen, Alexander Kjærum
An explainable forecasting system for humanitarian needs assessment. AI Mag. 44 (4) (2023)
Swagatam Haldar, Diptikalyan Saha, Dennis Wei, Rahul Nair, Elizabeth M. Daly
Interpretable Differencing of Machine Learning Models. CoRR (2023)
Jasmina Gajcin, James McCarthy, Rahul Nair, Radu Marinescu, Elizabeth Daly, Ivana Dusparic
Iterative Reward Shaping Using Human Feedback for Correcting Reward Misspecification. ECAI (2023)
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
AutoDOViz: Human-Centered Automation for Decision Optimization. IUI (2023)
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
A global taxonomy of interpretable AI: unifying the terminology for the technical and social sciences. Artif. Intell. Rev. 56 (4) (2023)
Jasmina Gajcin, James McCarthy, Rahul Nair, Radu Marinescu, Elizabeth Daly, Ivana Dusparic
Iterative Reward Shaping using Human Feedback for Correcting Reward Misspecification. CoRR (2023)
Rahul Nair, Bo Schwartz Madsen, Alexander Kjærum
An Explainable Forecasting System for Humanitarian Needs Assessment. AAAI (2023)
Oznur Alkan, Dennis Wei, Massimiliano Mattetti, Rahul Nair, Elizabeth Daly, Diptikalyan Saha
FROTE: Feedback Rule-Driven Oversampling for Editing Models. MLSys (2022)
Dennis Wei, Rahul Nair, Amit Dhurandhar, Kush R. Varshney, Elizabeth M. Daly, Moninder Singh
On the Safety of Interpretable Machine Learning: A Maximum Deviation Approach. CoRR (2022)
Dennis Wei, Rahul Nair, Amit Dhurandhar, Kush R. Varshney, Elizabeth Daly, Moninder Singh
On the Safety of Interpretable Machine Learning: A Maximum Deviation Approach. NeurIPS (2022)
Jochen Görtler, Fred Hohman, Dominik Moritz, Kanit Wongsuphasawat, Donghao Ren, Rahul Nair, Marc Kirchner, Kayur Patel
Neo: Generalizing Confusion Matrix Visualization to Hierarchical and Multi-Output Labels. CHI (2022)
James McCarthy, Rahul Nair, Elizabeth Daly, Radu Marinescu, Ivana Dusparic
Boolean Decision Rules for Reinforcement Learning Policy Summarisation. CoRR (2022)
Öznur Alkan, Dennis Wei, Massimiliano Mattetti, Rahul Nair, Elizabeth M. Daly, Diptikalyan Saha
FROTE: Feedback Rule-Driven Oversampling for Editing Models. CoRR (2022)
Elizabeth M. Daly, Massimiliano Mattetti, Öznur Alkan, Rahul Nair
User Driven Model Adjustment via Boolean Rule Explanations. CoRR (2022)
Owen Cornec, Rahul Nair, Elizabeth Daly, Oznur Alkan, Dennis Wei
AIMEE: Interactive model maintenance with rule-based surrogates. NeurIPS (Competition and Demos) (2021)
Rahul Nair, Pierpaolo Tommasi
Prospective Explanations: An Interactive Mechanism for Model Understanding. NeurIPS (Competition and Demos) (2021)
Elizabeth M. Daly, Massimiliano Mattetti, Öznur Alkan, Rahul Nair
User Driven Model Adjustment via Boolean Rule Explanations. AAAI (2021)
Sherimon P. C., Vinu Sherimon, Preethii S. P., Rahul Nair, Renchi Mathew
A Systematic Review of Clinical Decision Support Systems in Alzheimer's Disease Domain. Int. J. Online Biomed. Eng. 17 (8) (2021)
Chungmok Lee, Rahul Nair
Robust transit line planning based on demand estimates obtained from mobile phones. EURO J. Transp. Logist. 10 (2021)
Rahul Nair, Massimiliano Mattetti, Elizabeth Daly, Dennis Wei, Oznur Alkan, Yunfeng Zhang
What Changed? Interpretable Model Comparison. IJCAI (2021)
Jasmina Gajcin, Rahul Nair, Tejaswini Pedapati, Radu Marinescu, Elizabeth Daly, Ivana Dusparic
Contrastive Explanations for Comparing Preferences of Reinforcement Learning Agents. CoRR (2021)
Jochen Görtler, Fred Hohman, Dominik Moritz, Kanit Wongsuphasawat, Donghao Ren, Rahul Nair, Marc Kirchner, Kayur Patel
Neo: Generalizing Confusion Matrix Visualization to Hierarchical and Multi-Output Labels. CoRR (2021)
Sergiy Zhuk, Jonathan P. Epperlein, Rahul Nair, Seshu Tirupathi, Pol Mac Aonghusa, Ronan Cahill, Donal O'Shea
Perfusion Quantification from Endoscopic Videos: Learning to Read Tumor Signatures. CoRR (2020)
Josh Andres, Christine T. Wolf, Sergio Cabrero Barros, Erick Oduor, Rahul Nair, Alexander Kjærum, Anders Bech Tharsgaard, Bo Schwartz Madsen
Scenario-based XAI for Humanitarian Aid Forecasting. CHI Extended Abstracts (2020)
Rahul Nair, Bo Schwartz Madsen, Helena Lassen, Serge Baduk, Srividya Nagarajan, Lars Henrik Mogensen, Rana Novack, Rebecca Curzon, Jurij Paraszczak, Sanne Urbak
A machine learning approach to scenario analysis and forecasting of mixed migration. IBM J. Res. Dev. 64 (1/2) (2020)
Sergiy Zhuk, Jonathan P. Epperlein, Rahul Nair, Seshu Tirupathi, Pól Mac Aonghusa, Donal O'Shea, Ronan Cahill
Perfusion Quantification from Endoscopic Videos: Learning to Read Tumor Signatures. MICCAI (3) (2020)
Bei Chen, Rahul Nair, Inge Vejsbjerg
RSM: An Explainable Predictive Sales Route Selector. ICDM Workshops (2019)
Velayudhan Alekh, Vennila Vilvanathan, Rahul Nair, Vattigunta Susmitha, Anirudh Muraleedharan, Meltem Alkoyak-Yildiz, Nagarajan Akshay, Rao R. Bhavani
Aim for the sky: Fostering a Constructionist Learning Environment for Teaching Maker Skills to Children in India. FabLearn (2018)
Luís Moreira-Matias, João Manuel Portela da Gama, Cristina Olaverri-Monreal, Rahul Nair, Roberto Trasarti
Guest Editorial Special Issue on Knowledge Discovery From Mobility Data for Intelligent Transportation Systems. IEEE Trans. Intell. Transp. Syst. 19 (11) (2018)
Jonathan Epperlein, Jaroslaw Legierski, Marcin Luckner, Jakub Marecek, Rahul Nair
The Use of Presence Data in Modelling Demand for Transportation. CoRR (2018)
Rahul Nair, Killian Levacher, Martin Stephenson
Towards Automated Extraction of Business Constraints from Unstructured Regulatory Text. COLING (Demos) (2018)
Rahul Nair, Elise Miller-Hooks
Equilibrium design of bicycle sharing systems: the case of Washington D.C. EURO J. Transp. Logist. 5 (3) (2016)
Fabio Pinelli, Rahul Nair, Francesco Calabrese, Michele Berlingerio, Giusy Di Lorenzo, Marco Luca Sbodio
Data-Driven Transit Network Design From Mobile Phone Trajectories. IEEE Trans. Intell. Transp. Syst. 17 (6) (2016)
Mohammed N. Ahmed, Gianni Barlacchi, Stefano Braghin, Francesco Calabrese, Michele Ferretti, Vincent P. A. Lonij, Rahul Nair, Rana Novack, Jurij Paraszczak, Andeep S. Toor
A Multi-Scale Approach to Data-Driven Mass Migration Analysis. SoGood@ECML-PKDD (2016)
Daniel Kondermann, Rahul Nair, Katrin Honauer, Karsten Krispin, Jonas Andrulis, Alexander Brock, Burkhard Güssefeld, Mohsen Rahimimoghaddam, Sabine Hofmann, Claus Brenner, Bernd Jähne
The HCI Benchmark Suite: Stereo and Flow Ground Truth with Uncertainties for Urban Autonomous Driving. CVPR Workshops (2016)
Giusy Di Lorenzo, Marco Luca Sbodio, Francesco Calabrese, Michele Berlingerio, Fabio Pinelli, Rahul Nair
AllAboard: Visual Exploration of Cellphone Mobility Data to Optimise Public Transport. IEEE Trans. Vis. Comput. Graph. 22 (2) (2016)
Mojmir Mutny, Rahul Nair, Jens-Malte Gottfried
Learning the Correction for Multi-Path Deviations in Time-of-Flight Cameras. CoRR (2015)
Rahul Nair, Andrew W. Fitzgibbon, Daniel Kondermann, Carsten Rother
Reflection Modeling for Passive Stereo. ICCV (2015)
Rahul Nair, Elise Miller-Hooks
Equilibrium network design of shared-vehicle systems. Eur. J. Oper. Res. 235 (1) (2014)
Jens-Malte Gottfried, Rahul Nair, Stephan Meister, Christoph S. Garbe, Daniel Kondermann
Time of flight motion compensation revisited. ICIP (2014)
Freddy Lécué, Robert Tucker, Simone Tallevi-Diotallevi, Rahul Nair, Yiannis Gkoufas, Giuseppe Liguori, Mauro Borioni, Alexandre Rademaker, Luciano Barbosa
Semantic Traffic Diagnosis with STAR-CITY: Architecture and Lessons Learned from Deployment in Dublin, Bologna, Miami and Rio. ISWC (2) (2014)
Giusy Di Lorenzo, Marco Luca Sbodio, Francesco Calabrese, Michele Berlingerio, Rahul Nair, Fabio Pinelli
AllAboard: visual exploration of cellphone mobility data to optimise public transport. IUI (2014)
Daniel Kondermann, Rahul Nair, Stephan Meister, Wolfgang Mischler, Burkhard Güssefeld, Katrin Honauer, Sabine Hofmann, Claus Brenner, Bernd Jähne
Stereo Ground Truth with Error Bars. ACCV (5) (2014)
Michele Berlingerio, Francesco Calabrese, Giusy Di Lorenzo, Rahul Nair, Fabio Pinelli, Marco Luca Sbodio
AllAboard: A System for Exploring Urban Mobility and Optimizing Public Transport Using Cellphone Data. ECML/PKDD (3) (2013)
Frank Lenzen, Kwang In Kim, Henrik Schäfer, Rahul Nair, Stephan Meister, Florian Becker, Christoph S. Garbe, Christian Theobalt
Denoising Strategies for Time-of-Flight Data. Time-of-Flight and Depth Imaging (2013)
Damien Lefloch, Rahul Nair, Frank Lenzen, Henrik Schäfer, Lee V. Streeter, Michael J. Cree, Reinhard Koch, Andreas Kolb
Technical Foundation and Calibration Methods for Time-of-Flight Cameras. Time-of-Flight and Depth Imaging (2013)
Simon Spielmann, Volker Helzle, Rahul Nair
On-set depth capturing for VFX productions using time of flight. SIGGRAPH Talks (2013)
Stephan Meister, Rahul Nair, Daniel Kondermann
Simulation of Time-of-Flight Sensors using Global Illumination. VMV (2013)
Ralf Haeusler, Rahul Nair, Daniel Kondermann
Ensemble Learning for Confidence Measures in Stereo Vision. CVPR (2013)
Rahul Nair, Stephan Meister, Martin Lambers, Michael Balda, Hannes G. Hofmann, Andreas Kolb, Daniel Kondermann, Bernd Jähne
Ground Truth for Evaluating Time of Flight Imaging. Time-of-Flight and Depth Imaging (2013)
Kai Berger, Stephan Meister, Rahul Nair, Daniel Kondermann
A State of the Art Report on Kinect Sensor Setups in Computer Vision. Time-of-Flight and Depth Imaging (2013)
Rahul Nair, Kai Ruhl, Frank Lenzen, Stephan Meister, Henrik Schäfer, Christoph S. Garbe, Martin Eisemann, Marcus A. Magnor, Daniel Kondermann
A Survey on Time-of-Flight Stereo Fusion. Time-of-Flight and Depth Imaging (2013)
Luca Fiaschi, Ullrich Köthe, Rahul Nair, Fred A. Hamprecht
Learning to count with regression forest and structured labels. ICPR (2012)
Rahul Nair, Frank Lenzen, Stephan Meister, Henrik Schäfer, Christoph S. Garbe, Daniel Kondermann
High Accuracy TOF and Stereo Sensor Fusion at Interactive Rates. ECCV Workshops (2) (2012)
Cathal Coffey, Rahul Nair, Fabio Pinelli, Alexei Pozdnoukhov, Francesco Calabrese
Missed connections: quantifying and optimizing multi-modal interconnectivity in cities. CTS@SIGSPATIAL (2012)
Minseok Kim, Elise Miller-Hooks, Rahul Nair
A Geographic Information System-Based Real-Time Decision Support Framework for Routing Vehicles Carrying Hazardous Materials. J. Intell. Transp. Syst. 15 (1) (2011)
Rahul Nair, Elise Miller-Hooks
Fleet Management for Vehicle Sharing Operations. Transp. Sci. 45 (4) (2011)
Mor Naaman, Rahul Nair, Vlad Kaplun
Photos on the go: a mobile application case study. CHI (2008)
Mor Naaman, Rahul Nair
ZoneTag's Collaborative Tag Suggestions: What is This Person Doing in My Phone?. IEEE Multim. 15 (3) (2008)
Amy Hwang, Shane Ahern, Simon King, Mor Naaman, Rahul Nair, Jeannie Hui-I Yang
Zurfer: mobile multimedia access in spatial, social and topical context. ACM Multimedia (2007)
Shane Ahern, Mor Naaman, Rahul Nair, Jeannie Hui-I Yang
World explorer: visualizing aggregate data from unstructured text in geo-referenced collections. JCDL (2007)
Lyndon S. Kennedy, Mor Naaman, Shane Ahern, Rahul Nair, Tye Rattenbury
How flickr helps us make sense of the world: context and content in community-contributed media collections. ACM Multimedia (2007)
Shane Ahern, Simon King, Mor Naaman, Rahul Nair
Summarization of online image collections via implicit feedback. WWW (2007)
Shane Ahern, Dean Eckles, Nathaniel Good, Simon King, Mor Naaman, Rahul Nair
Over-exposed?: privacy patterns and considerations in online and mobile photo sharing. CHI (2007)
Rahul Nair, Nick Reid, Marc Davis
Photo LOI: browsing multi-user photo collections. ACM Multimedia (2005)
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
MMM2: mobile media metadata for media sharing. ACM Multimedia (2005)
Rahul Nair
Calculation of an aggregated level of interest function for recorded events. ACM Multimedia (2004)

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Publication Activity (10 Years)

Top Topics

Top Venues

Rahul Nair