Aleksandar Petrov
8 papers · 2023–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Interdisciplinary Bridge π Cross-Pollinator (13) π§ Keyword Pioneer πΊοΈ Taxonomy Completionist (17)
π
Grand Slam
π
Triple Crown
π₯
Mega-Team
(24)
β
The Questioner
Conferences
ICML (3)
ICLR (2)
NIPS (2)
AAAI (1)
Top co-authors
Keywords
certified robustness
(1)
adversarial robustness
(1)
ensemble learning
(1)
in-context learning
(1)
model evaluation
(1)
universal approximation
(1)
lipschitz continuity
(1)
deep learning model
(1)
state space model
(1)
recurrent neural network
(1)
language model
(1)
foundation model
(1)
multilingual fairness
(1)
foundation model capability
(1)
ensemble classifier
(1)
universal approximator
(1)
character-level model
(1)
subword tokenizer
(1)
language encoding
(1)
large language model
(1)
Papers
Language-Models-as-a-Service: Overview of a New Paradigm and its Challenges
AAAI 2025
Do as I do (Safely): Mitigating Task-Specific Fine-tuning Risks in Large Language Models
ICLR 2025
When Do Prompting and Prefix-Tuning Work? A Theory of Capabilities and Limitations
ICLR 2024
Prompting a Pretrained Transformer Can Be a Universal Approximator
ICML 2024
Universal In-Context Approximation By Prompting Fully Recurrent Models
NIPS 2024
Position: Near to Mid-term Risks and Opportunities of Open-Source Generative AI
ICML 2024
Language Model Tokenizers Introduce Unfairness Between Languages
NIPS 2023
Certifying Ensembles: A General Certification Theory with S-Lipschitzness
ICML 2023