Aleksandar Petrov
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
10
Venues
6
Active years
2009–2025
Best venue rank
A*
Where they publish
Papers
10 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | AAAI | Language-Models-as-a-Service: Overview of a New Paradigm and its Challenges. | Emanuele La Malfa, Aleksandar Petrov, Simon Frieder, Christoph Weinhuber, Ryan Burnell, Raza Nazar, Anthony G. Cohn, Nigel Shadbolt, Michael J. Wooldridge |
| 2025 | ICLR | Do as I do (Safely): Mitigating Task-Specific Fine-tuning Risks in Large Language Models. | Francisco Eiras, Aleksandar Petrov, Philip Torr, M. Pawan Kumar, Adel Bibi |
| 2024 | ICLR | When Do Prompting and Prefix-Tuning Work? A Theory of Capabilities and Limitations. | Aleksandar Petrov, Philip Torr, Adel Bibi |
| 2024 | ICML | Position: Near to Mid-term Risks and Opportunities of Open-Source Generative AI. | Francisco Eiras, Aleksandar Petrov, Bertie Vidgen, Christian Schrder de Witt, Fabio Pizzati, Katherine Elkins, Supratik Mukhopadhyay, Adel Bibi, Botos Csaba, Fabro Steibel, Fazl Barez, Genevieve Smith, Gianluca Guadagni, Jon Chun, Jordi Cabot, Joseph Marvin Imperial, Juan A. Nolazco-Flores, Lori Landay, Matthew Thomas Jackson, Paul Rttger, Philip H. S. Torr, Trevor Darrell, Yong Suk Lee, Jakob N. Foerster |
| 2024 | ICML | Prompting a Pretrained Transformer Can Be a Universal Approximator. | Aleksandar Petrov, Philip Torr, Adel Bibi |
| 2023 | ICML | Certifying Ensembles: A General Certification Theory with S-Lipschitzness. | Aleksandar Petrov, Francisco Eiras, Amartya Sanyal, Philip H. S. Torr, Adel Bibi |
| 2022 | IROS | HiddenGems: Efficient safety boundary detection with active learning. | Aleksandar Petrov, Carter Fang, Khang Minh Pham, You Hong Eng, James Guo Ming Fu, Scott Drew Pendleton |
| 2020 | ICRA | Learning Camera Miscalibration Detection. | Andrei Cramariuc, Aleksandar Petrov, Rohit Suri, Mayank Mittal, Roland Siegwart, Cesar Cadena |
| 2020 | IROS | Integrated Benchmarking and Design for Reproducible and Accessible Evaluation of Robotic Agents. | Jacopo Tani, Andrea F. Daniele, Gianmarco Bernasconi, Amaury Camus, Aleksandar Petrov, Anthony Courchesne, Bhairav Mehta, Rohit Suri, Tomasz Zaluska, Matthew R. Walter, Emilio Frazzoli, Liam Paull, Andrea Censi |
| 2009 | ICIP | Blocking effect reduction in low bitrate video on a mobile platform. | Aleksandar Petrov, Tomislav Kartalov, Zoran A. Ivanovski |