Nil-Jana Akpinar

According to our database, Nil-Jana Akpinar authored at least 12 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

A Unified Causal Framework for Auditing Recommender Systems for Ethical Concerns.

Vibhhu Sharma, Shantanu Gupta, Nil-Jana Akpinar, Zachary C. Lipton, Liu Leqi

CoRR, 2024

Authenticity and exclusion: social media recommendation algorithms and the dynamics of belonging in professional networks.

Nil-Jana Akpinar, Sina Fazelpour

CoRR, 2024

Local Causal Discovery for Structural Evidence of Direct Discrimination.

Jacqueline R. M. A. Maasch, Kyra Gan, Violet Chen, Agni Orfanoudaki, Nil-Jana Akpinar, Fei Wang

CoRR, 2024

The Impact of Differential Feature Under-reporting on Algorithmic Fairness.

Nil-Jana Akpinar, Zachary C. Lipton, Alexandra Chouldechova

Proceedings of the 2024 ACM Conference on Fairness, Accountability, and Transparency, 2024

Precise Model Benchmarking with Only a Few Observations.

Riccardo Fogliato, Pratik Patil, Nil-Jana Akpinar, Mathew Monfort

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

2022

A Sandbox Tool to Bias(Stress)-Test Fairness Algorithms.

Nil-Jana Akpinar, Manish Nagireddy, Logan Stapleton, Hao Fei Cheng, Haiyi Zhu, Zhiwei Steven Wu, Hoda Heidari

CoRR, 2022

Long-term Dynamics of Fairness Intervention in Connection Recommender Systems.

Nil-Jana Akpinar, Cyrus DiCiccio, Preetam Nandy, Kinjal Basu

Proceedings of the AIES '22: AAAI/ACM Conference on AI, Ethics, and Society, Oxford, United Kingdom, May 19, 2022

2021

The effect of differential victim crime reporting on predictive policing systems.

Nil-Jana Akpinar, Maria De-Arteaga, Alexandra Chouldechova

Proceedings of the FAccT '21: 2021 ACM Conference on Fairness, 2021

2020

Analyzing Student Strategies In Blended Courses Using Clickstream Data.

Nil-Jana Akpinar, Aaditya Ramdas, Umut A. Acar

Proceedings of the 13th International Conference on Educational Data Mining, 2020

Sample Complexity Bounds for RNNs with Application to Combinatorial Graph Problems (Student Abstract).

Nil-Jana Akpinar, Bernhard Kratzwald, Stefan Feuerriegel

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Sample Complexity Bounds for Recurrent Neural Networks with Application to Combinatorial Graph Problems.

Nil-Jana Akpinar, Bernhard Kratzwald, Stefan Feuerriegel

CoRR, 2019

2017

The Role of Sentiment and Cultural Differences in the Communication Process of e-Negotiations.

Nil-Jana Akpinar, Simon Alfano, Gregory E. Kersten, Bo Yu

Proceedings of the Group Decision and Negotiation. A Socio-Technical Perspective, 2017