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Adish Singla
Adish Singla
Tenured Faculty, Max Planck Institute for Software Systems (MPI-SWS), Germany
Geverifieerd e-mailadres voor mpi-sws.org - Homepage
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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
3522018
Truthful incentives in crowdsourcing tasks using regret minimization mechanisms
A Singla, A Krause
WWW, 2013
3452013
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
3312018
Incentivizing Users for Balancing Bike Sharing Systems.
A Singla, M Santoni, G Bartók, P Mukerji, M Meenen, A Krause
AAAI, 2015
3002015
An Overview of Machine Teaching
X Zhu, A Singla, S Zilles, AN Rafferty
arXiv:1801.05927 URL:https://arxiv.org/abs/1801.05927, 2018
2102018
Adaptive Reward-Poisoning Attacks against Reinforcement Learning
X Zhang, Y Ma, A Singla, X Zhu
ICML, 2020
1572020
Near-Optimally Teaching the Crowd to Classify.
A Singla, I Bogunovic, G Bartók, A Karbasi, A Krause
ICML, 2014
1552014
Policy Teaching via Environment Poisoning: Training-time Adversarial Attacks against Reinforcement Learning
A Rakhsha, G Radanovic, R Devidze, X Zhu, A Singla
ICML, 2020
1422020
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
932023
Incentives for privacy tradeoff in community sensing
A Singla, A Krause
HCOMP, 2013
902013
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
822023
Mechanism design for crowdsourcing markets with heterogeneous tasks
G Goel, A Nikzad, A Singla
HCOMP, 2014
792014
Quantifying web-search privacy
A Gervais, R Shokri, A Singla, S Capkun, V Lenders
CCS, 2014
762014
Interactive Teaching Algorithms for Inverse Reinforcement Learning
P Kamalaruban, R Devidze, V Cevher, A Singla
IJCAI, 2019
742019
Noisy Submodular Maximization via Adaptive Sampling with Applications to Crowdsourced Image Collection Summarization.
A Singla, S Tschiatschek, A Krause
AAAI, 2016
742016
Studying trailfinding algorithms for enhanced web search
A Singla, R White, J Huang
SIGIR, 2010
672010
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
632019
Allocating tasks to workers with matching constraints: truthful mechanisms for crowdsourcing markets
G Goel, A Nikzad, A Singla
WWW, 2014
602014
Selecting Sequences of Items via Submodular Maximization.
S Tschiatschek, A Singla, A Krause
AAAI, 2017
592017
Explicable Reward Design for Reinforcement Learning Agents
R Devidze, G Radanovic, P Kamalaruban, A Singla
NeurIPS, 2021
582021
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Artikelen 1–20