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Victor Prokhorov

3 accepted papers

2026

A Benchmark for Deep Information Synthesis

ICLR 2026poster

Large language model (LLM)-based agents are increasingly used to solve complex tasks involving tool use, such as web browsing, code execution, and data analysis. However, current evaluation benchmarks do not adequately assess their ability to solve real-world tasks that require synthesizing informat…

Cited by 0SourceScholar
2024

Autoencoding Conditional Neural Processes for Representation Learning

ICML 2024poster

Conditional neural processes (CNPs) are a flexible and efficient family of models that learn to learn a stochastic process from data. They have seen particular application in contextual image completion - observing pixel values at some locations to predict a distribution over values at other unobser…