Nair, Rahul

16 publications

CVPRW 2025 Classification Drives Geographic Bias in Street Scene Segmentation Rahul Nair, Bhanu Tokas, Gabriel Tseng, Esther Rolf, Hannah Kerner

NeurIPS 2025 DPA: A One-Stop Metric to Measure Bias Amplification in Classification Datasets Bhanu Tokas, Rahul Nair, Hannah Kerner

AAAI 2025 EvalAssist: LLM-as-a-Judge Simplified Michael Desmond, Zahra Ashktorab, Werner Geyer, Elizabeth M. Daly, Martín Santillán Cooper, Qian Pan, Rahul Nair, Nico Wagner, Tejaswini Pedapati

AAAI 2024 Interactive Human-Centric Bias Mitigation Inge Vejsbjerg, Elizabeth M. Daly, Rahul Nair, Svetoslav Nizhnichenkov

AAAI 2023 An Explainable Forecasting System for Humanitarian Needs Assessment Rahul Nair, Bo Schwartz Madsen, Alexander Kjærum

NeurIPS 2023 Cookie Consent Has Disparate Impact on Estimation Accuracy Erik Miehling, Rahul Nair, Elizabeth Daly, Karthikeyan Natesan Ramamurthy, Robert Redmond

UAI 2023 Interpretable Differencing of Machine Learning Models Swagatam Haldar, Diptikalyan Saha, Dennis Wei, Rahul Nair, Elizabeth M. Daly

NeurIPS 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

AAAI 2021 User Driven Model Adjustment via Boolean Rule Explanations Elizabeth M. Daly, Massimiliano Mattetti, Öznur Alkan, Rahul Nair

IJCAI 2021 What Changed? Interpretable Model Comparison Rahul Nair, Massimiliano Mattetti, Elizabeth Daly, Dennis Wei, Oznur Alkan, Yunfeng Zhang

CVPRW 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

ICCV 2015 Reflection Modeling for Passive Stereo Rahul Nair, Andrew Fitzgibbon, Daniel Kondermann, Carsten Rother

ECML-PKDD 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

CVPR 2013 Ensemble Learning for Confidence Measures in Stereo Vision Ralf Haeusler, Rahul Nair, Daniel Kondermann

ECCV 2012 High Accuracy TOF and Stereo Sensor Fusion at Interactive Rates Rahul Nair, Frank Lenzen, Stephan Meister, Henrik Schäfer, Christoph S. Garbe, Daniel Kondermann

ECCVW 2012 High Accuracy TOF and Stereo Sensor Fusion at Interactive Rates Rahul Nair, Frank Lenzen, Stephan Meister, Henrik Schäfer, Christoph S. Garbe, Daniel Kondermann