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Nil-Jana Akpinar
Nil-Jana Akpinar
Verified email at andrew.cmu.edu
Title
Cited by
Cited by
Year
The effect of differential victim crime reporting on predictive policing systems
NJ Akpinar, M De-Arteaga, A Chouldechova
ACM Conference on Fairness, Accountability and Transparency (FAccT 2021), 2021
462021
Analyzing student strategies in blended courses using clickstream data
NJ Akpinar, A Ramdas, U Acar
arXiv preprint arXiv:2006.00421, 2020
252020
Sample Complexity Bounds for RNNs with Application to Combinatorial Graph Problems
NJ Akpinar, B Kratzwald, S Feuerriegel
Proceedings of the AAAI Conference on Artificial Intelligence, Student …, 2020
23*2020
Long-term dynamics of fairness intervention in connection recommender systems
NJ Akpinar, C DiCiccio, P Nandy, K Basu
Proceedings of the 2022 AAAI/ACM Conference on AI, Ethics, and Society, 22-35, 2022
182022
A sandbox tool to bias (stress)-test fairness algorithms
NJ Akpinar, M Nagireddy, L Stapleton, HF Cheng, H Zhu, S Wu, H Heidari
arXiv preprint arXiv:2204.10233, 2022
142022
Counterfactual metrics for auditing black-box recommender systems for ethical concerns
NJ Akpinar, L Leqi, D Hadfield-Menell, Z Lipton
Workshop on Responsible Decision Making in Dynamic Environments …, 2022
82022
The impact of differential feature under-reporting on algorithmic fairness
NJ Akpinar, Z Lipton, A Chouldechova
Proceedings of the 2024 ACM Conference on Fairness, Accountability, and …, 2024
42024
Authenticity and exclusion: social media recommendation algorithms and the dynamics of belonging in professional networks
NJ Akpinar, S Fazelpour
arXiv e-prints, arXiv: 2407.08552, 2024
22024
The role of sentiment and cultural differences in the communication process of e-negotiations
NJ Akpinar, S Alfano, G Kersten, B Yu
Group Decision and Negotiation. A Socio-Technical Perspective: 17th …, 2017
22017
Improving llm group fairness on tabular data via in-context learning
V Cherepanova, CJ Lee, NJ Akpinar, R Fogliato, MA Bertran, M Kearns, ...
arXiv preprint arXiv:2412.04642, 2024
12024
Precise Model Benchmarking with Only a Few Observations
R Fogliato, P Patil, NJ Akpinar, M Monfort
arXiv preprint arXiv:2410.05222, 2024
12024
Setting the right tone: The role of language sentiment in e-negotiations
S Alfano, B Yu, GE Kersten, D Neumann, NJ Akpinar
Collective decisions: Theory, algorithms and decision support systems, 193-211, 2022
12022
A Unified Causal Framework for Auditing Recommender Systems for Ethical Concerns
V Sharma, S Gupta, NJ Akpinar, ZC Lipton, L Leqi
arXiv preprint arXiv:2409.13210, 2024
2024
Local Causal Discovery for Structural Evidence of Direct Discrimination
J Maasch, K Gan, V Chen, A Orfanoudaki, NJ Akpinar, F Wang
arXiv preprint arXiv:2405.14848, 2024
2024
The Role of Noise, Proxies, and Dynamics in Algorithmic Fairness
NJ Akpinar
Carnegie Mellon University, 2023
2023
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