Maximilian Nickel

Research Scientist, Facebook

Joined

September 2017

Names

Maximilian Nickel

Emails

****@fb.com (Confirmed)

****@gmail.com (Confirmed)

****@outlook.com (Confirmed)

****@meta.com (Confirmed)

Personal Links

Career & Education History

Research Scientist

Facebook (fb.com)

2016 – Present

Postdoc

Massachusetts Institute of Technology (mit.edu)

2013 – 2016

PhD student

Ludwig-Maximilian-University Munich (lmu.de)

2010 – 2013

Advisors, Relations & Conflicts

Postdoc Advisor

Tomaso Poggio

2013 – Present

PhD Advisor

Volker Tresp

2010 – Present

Expertise

No areas of expertise listed

Publications

Creator Incentives in Recommender Systems: A Cooperative Game-Theoretic Approach for Stable and Fair Collaboration in Multi-Agent Bandits
Ramakrishnan K, Arpit Agarwal, Lakshmi Subramanian, Maximilian Nickel
- AISTATS 2026 Oral
- Readers: Everyone
LLM Output Homogenization is Task Dependent
Shomik Jain, Jack Lanchantin, Maximilian Nickel, Karen Ullrich, Ashia C. Wilson, Jamelle Watson-Daniels
- Submitted to ICLR 2026
- Readers: Everyone
Cultivating Pluralism In Algorithmic Monoculture: The Community Alignment Dataset
Lily H Zhang, Smitha Milli, Karen Long Jusko, Jonathan Smith, Brandon Amos, Wassim Bouaziz, Manon Revel, Jack Kussman, Yasha Sheynin, Lisa Titus, Bhaktipriya Radharapu, Jane Yu, Vidya Sarma, Kristopher Rose, Maximilian Nickel
- ICLR 2026 Poster
- Readers: Everyone
Cultivating Pluralism In Algorithmic Monoculture: The Community Alignment Dataset
Lily H Zhang, Smitha Milli, Karen Long Jusko, Jonathan Smith, Brandon Amos, Wassim Bouaziz, Jack Kussman, Manon Revel, Lisa Titus, Bhaktipriya Radharapu, Jane Yu, Vidya Sarma, Kristopher Rose, Maximilian Nickel
- MoFA Oral
- Readers: Everyone
Representative Ranking for Deliberation in the Public Sphere
Manon Revel, Smitha Milli, Tyler Lu, Jamelle Watson-Daniels, Maximilian Nickel
- ICML 2025 poster
- Readers: Everyone
Group fairness without demographics using social networks
David Mingfei Liu, Virginie Do, Nicolas Usunier, Maximilian Nickel
- FAccT
- Readers: Everyone
Collaborative Learning under Strategic Behavior: Mechanisms for Eliciting Feedback in Principal-Agent Bandit Games
Ramakrishnan K, Arpit Agarwal, Lakshminarayanan Subramanian, Maximilian Nickel
- Agentic Markets @ ICML'24 Poster
- Readers: Everyone
No Free Delivery Service: Epistemic limits of passive data collection in complex social systems
Maximilian Nickel
- NeurIPS 2024 poster
- Readers: Everyone
Assessing Neural Network Representations During Training Using Noise-Resilient Diffusion Spectral Entropy
Danqi Liao, Chen Liu, Benjamin W Christensen, Alexander Tong, Guillaume Huguet, Guy Wolf, Maximilian Nickel, Ian Adelstein, Smita Krishnaswamy
- ICML 2023 Workshop
- Readers: Everyone
Generalized Schrödinger Bridge Matching
Guan-Horng Liu, Yaron Lipman, Maximilian Nickel, Brian Karrer, Evangelos Theodorou, Ricky T. Q. Chen
- ICLR 2024 poster
- Readers: Everyone

View all 37 publications

Co-Authors

View all 75 co-authors