Aleksandar Petrov

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 20

Top Topics

Data Preparation

Language Modelling

Top Venues

Publications

Aleksandar Petrov, Philip Torr, Adel Bibi
When Do Prompting and Prefix-Tuning Work? A Theory of Capabilities and Limitations. ICLR (2024)
Francisco Eiras, Aleksandar Petrov, Bertie Vidgen, Christian Schröder de Witt, Fabio Pizzati, Katherine Elkins, Supratik Mukhopadhyay, Adel Bibi, Aaron Purewal, Botos Csaba, Fabro Steibel, Fazel Keshtkar, Fazl Barez, Genevieve Smith, Gianluca Guadagni, Jon Chun, Jordi Cabot, Joseph Marvin Imperial, Juan Arturo Nolazco, Lori Landay, Matthew Jackson, Philip H. S. Torr, Trevor Darrell, Yong Suk Lee, Jakob N. Foerster
Risks and Opportunities of Open-Source Generative AI. CoRR (2024)
Francisco Eiras, Aleksandar Petrov, Philip H. S. Torr, M. Pawan Kumar, Adel Bibi
Mimicking User Data: On Mitigating Fine-Tuning Risks in Closed Large Language Models. CoRR (2024)
Aleksandar Petrov, Tom A. Lamb, Alasdair Paren, Philip H. S. Torr, Adel Bibi
Universal In-Context Approximation By Prompting Fully Recurrent Models. CoRR (2024)
Francisco Eiras, Aleksandar Petrov, Bertie Vidgen, Christian Schröder 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 Jackson, Paul Röttger, Philip H. S. Torr, Trevor Darrell, Yong Suk Lee, Jakob N. Foerster
Near to Mid-term Risks and Opportunities of Open Source Generative AI. CoRR (2024)
Aleksandar Petrov, Philip H. S. Torr, Adel Bibi
Prompting a Pretrained Transformer Can Be a Universal Approximator. CoRR (2024)
Aleksandar Petrov, Philip H. S. Torr, Adel Bibi
When Do Prompting and Prefix-Tuning Work? A Theory of Capabilities and Limitations. CoRR (2023)
Aleksandar Petrov, Emanuele La Malfa, Philip H. S. Torr, Adel Bibi
Language Model Tokenizers Introduce Unfairness Between Languages. CoRR (2023)
Aleksandar Petrov, Francisco Eiras, Amartya Sanyal, Philip H. S. Torr, Adel Bibi
Certifying Ensembles: A General Certification Theory with S-Lipschitzness. CoRR (2023)
Emanuele La Malfa, Aleksandar Petrov, Simon Frieder, Christoph Weinhuber, Ryan Burnell, Anthony G. Cohn, Nigel Shadbolt, Michael Wooldridge
The ARRT of Language-Models-as-a-Service: Overview of a New Paradigm and its Challenges. CoRR (2023)
Aleksandar Petrov, Emanuele La Malfa, Philip H. S. Torr, Adel Bibi
Language Model Tokenizers Introduce Unfairness Between Languages. NeurIPS (2023)
Emil Popov Hristov, Dessislava Petrova-Antonova, Aleksandar Petrov, Milena Borukova, Evgeny Shirinyan
Remote Sensing Data Preparation for Recognition and Classification of Building Roofs. Data 8 (5) (2023)
Aleksandar Petrov, Francisco Eiras, Amartya Sanyal, Philip H. S. Torr, Adel Bibi
Certifying Ensembles: A General Certification Theory with S-Lipschitzness. ICML (2023)
Aleksandar Petrov, Carter Fang, Khang Minh Pham, You Hong Eng, James Guo Ming Fu, Scott Drew Pendleton
HiddenGems: Efficient safety boundary detection with active learning. IROS (2022)
Aleksandar Petrov, Marta Kwiatkowska
Robustness of Unsupervised Representation Learning without Labels. CoRR (2022)
Aleksandar Petrov, Carter Fang, Khang Minh Pham, You Hong Eng, James Guo Ming Fu, Scott Drew Pendleton
HiddenGems: Efficient safety boundary detection with active learning. CoRR (2022)
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
Integrated Benchmarking and Design for Reproducible and Accessible Evaluation of Robotic Agents. IROS (2020)
Andrei Cramariuc, Aleksandar Petrov, Rohit Suri, Mayank Mittal, Roland Siegwart, Cesar Cadena
Learning Camera Miscalibration Detection. ICRA (2020)
Andrei Cramariuc, Aleksandar Petrov, Rohit Suri, Mayank Mittal, Roland Siegwart, Cesar Cadena
Learning Camera Miscalibration Detection. CoRR (2020)
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
Integrated Benchmarking and Design for Reproducible and Accessible Evaluation of Robotic Agents. CoRR (2020)
Aleksandar Petrov, Tomislav Kartalov, Zoran A. Ivanovski
Blocking effect reduction in low bitrate video on a mobile platform. ICIP (2009)