Adish Singla

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Andreas KrauseProfessor of Computer Science, ETH ZurichVerified email at inf.ethz.ch
Goran RadanovićResearch Group Leader, Max Planck Institute for Software SystemsVerified email at mpi-sws.org
Sebastian TschiatschekUniversity of ViennaVerified email at univie.ac.at
Manuel Gomez RodriguezFaculty, Max Planck Institute for Software Systems (MPI-SWS)Verified email at mpi-sws.org
Xiaojin ZhuProfessor in Computer Science at University of Wisconsin-MadisonVerified email at cs.wisc.edu
Rati DevidzeMax Planck Institute for Software Systems (MPI-SWS)Verified email at mpi-sws.org
Ryen W. WhiteGeneral Manager, Deputy Lab Director, Microsoft ResearchVerified email at microsoft.com
Parameswaran KamalarubanFeaturespaceVerified email at featurespace.co.uk
Yuxin ChenUniversity of Chicago, Assistant Professor of Computer ScienceVerified email at uchicago.edu
Ahana GhoshMax Planck Institute For Software Systems, SaarbruckenVerified email at mpi-sws.org
Eric HorvitzMicrosoftVerified email at microsoft.com
Rupak MajumdarMPI for Software SystemsVerified email at mpi-sws.org
Gábor BartókETH ZurichVerified email at ualberta.ca
Xuezhou ZhangBoston UniversityVerified email at bu.edu
Arpit MerchantWellcome Sanger InstituteVerified email at sanger.ac.uk
Anna RaffertyAssistant Professor, Carleton CollegeVerified email at carleton.edu
Gagan GoelResearch Scientist, GoogleVerified email at google.com
Afshin NikzadAssistant Professor of Economics, University of Southern California (USC)Verified email at usc.edu
Sumit GulwaniPartner Research Manager, MicrosoftVerified email at microsoft.com
Sandra ZillesProfessor, Computer Science, University of ReginaVerified email at cs.uregina.ca

Adish Singla

Tenure-track Faculty, Max Planck Institute for Software Systems (MPI-SWS), Germany

Verified email at mpi-sws.org - Homepage

Machine Teaching AI for Education Programming Education Reinforcement Learning


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Truthful incentives in crowdsourcing tasks using regret minimization mechanisms A Singla, A Krause WWW, 2013	344	2013
A Unified Approach to Quantifying Algorithmic Unfairness: Measuring Individual & Group Unfairness via Inequality Indices T Speicher, H Heidari, N Grgic-Hlaca, KP Gummadi, A Singla, A Weller, ... KDD, 2018	317	2018
Fake News Detection in Social Networks via Crowd Signals S Tschiatschek, A Singla, MG Rodriguez, A Merchant, A Krause WWW - Alternate Track on Journalism, Misinformation, and Fact-checking, 2018	300	2018
Incentivizing Users for Balancing Bike Sharing Systems. A Singla, M Santoni, G Bartók, P Mukerji, M Meenen, A Krause AAAI, 2015	289	2015
An Overview of Machine Teaching X Zhu, A Singla, S Zilles, AN Rafferty arXiv:1801.05927 URL:https://arxiv.org/abs/1801.05927, 2018	200	2018
Near-Optimally Teaching the Crowd to Classify. A Singla, I Bogunovic, G Bartók, A Karbasi, A Krause ICML, 2014	151	2014
Policy Teaching via Environment Poisoning: Training-time Adversarial Attacks against Reinforcement Learning A Rakhsha, G Radanovic, R Devidze, X Zhu, A Singla ICML, 2020	135	2020
Adaptive Reward-Poisoning Attacks against Reinforcement Learning X Zhang, Y Ma, A Singla, X Zhu ICML, 2020	132	2020
Incentives for privacy tradeoff in community sensing A Singla, A Krause HCOMP, 2013	89	2013
Mechanism design for crowdsourcing markets with heterogeneous tasks G Goel, A Nikzad, A Singla HCOMP, 2014	77	2014
Interactive Teaching Algorithms for Inverse Reinforcement Learning P Kamalaruban, R Devidze, V Cevher, A Singla IJCAI, 2019	74	2019
Quantifying web-search privacy A Gervais, R Shokri, A Singla, S Capkun, V Lenders CCS, 2014	74	2014
Noisy Submodular Maximization via Adaptive Sampling with Applications to Crowdsourced Image Collection Summarization. A Singla, S Tschiatschek, A Krause AAAI, 2016	70	2016
Studying trailfinding algorithms for enhanced web search A Singla, R White, J Huang SIGIR, 2010	68	2010
Generating High-Precision Feedback for Programming Syntax Errors using Large Language Models T Phung, J Cambronero, S Gulwani, T Kohn, R Majumdar, A Singla, ... EDM, 2023	57	2023
Generative AI for Programming Education: Benchmarking ChatGPT, GPT-4, and Human Tutors T Phung, VA Pădurean, J Cambronero, S Gulwani, T Kohn, R Majumdar, ... ICER 2023 Poster Track, 2023	57	2023
Allocating tasks to workers with matching constraints: truthful mechanisms for crowdsourcing markets G Goel, A Nikzad, A Singla WWW, 2014	57	2014
On the fairness of time-critical influence maximization in social networks J Ali, M Babaei, A Chakraborty, B Mirzasoleiman, KP Gummadi, A Singla TKDE, 2019	55	2019
Selecting Sequences of Items via Submodular Maximization. S Tschiatschek, A Singla, A Krause AAAI, 2017	55	2017
Teaching inverse reinforcement learners via features and demonstrations L Haug, S Tschiatschek, A Singla NeurIPS, 2018	53	2018

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