Mark Beliaev

According to our database, Mark Beliaev authored at least 9 papers between 2021 and 2026.

Collaborative distances:

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

2026

REALM: Reliable Expertise-Aware Language Model Fine-Tuning from Noisy Annotations.

Sajjad Ghiasvand, Mark Beliaev, Mahnoosh Alizadeh, Ramtin Pedarsani

CoRR, April, 2026

2025

Optimizing GPT for Video Understanding: Zero-Shot Performance and Prompt Engineering.

Mark Beliaev, Victor Yang, Madhura Raju, Jiachen Sun, Xinghai Hu

CoRR, February, 2025

Inverse Reinforcement Learning by Estimating Expertise of Demonstrators.

Mark Beliaev, Ramtin Pedarsani

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2023

Pricing for Multi-modal Pickup and Delivery Problems with Heterogeneous Users.

Mark Beliaev, Negar Mehr, Ramtin Pedarsani

CoRR, 2023

2022

Efficient and Robust Classification for Sparse Attacks.

Mark Beliaev, Payam Delgosha, Hamed Hassani, Ramtin Pedarsani

Proceedings of the IEEE International Symposium on Information Theory, 2022

Imitation Learning by Estimating Expertise of Demonstrators.

Mark Beliaev, Andy Shih, Stefano Ermon, Dorsa Sadigh, Ramtin Pedarsani

Proceedings of the International Conference on Machine Learning, 2022

Congestion-aware Bi-modal Delivery Systems Utilizing Drones.

Mark Beliaev, Negar Mehr, Ramtin Pedarsani

Proceedings of the European Control Conference, 2022

2021

Emergent Prosociality in Multi-Agent Games Through Gifting.

Woodrow Z. Wang, Mark Beliaev, Erdem Biyik, Daniel A. Lazar, Ramtin Pedarsani, Dorsa Sadigh

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Incentivizing routing choices for safe and efficient transportation in the face of the COVID-19 pandemic.

Mark Beliaev, Erdem Biyik, Daniel A. Lazar, Woodrow Z. Wang, Dorsa Sadigh, Ramtin Pedarsani

Proceedings of the ICCPS '21: ACM/IEEE 12th International Conference on Cyber-Physical Systems, 2021