Igor Gitman
6 papers · 2018–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Academic Marathon (7) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (18)
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Conference Polyglot
(5)
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Keyword Pioneer
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Hot Topic Early Bird
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Keyword Champion
Conferences
NIPS (2)
ACL (1)
ICLR (1)
INTERSPEECH (1)
NAACL (1)
Top co-authors
Keywords
synthetic data generation
(2)
large language model
(2)
model selection
(1)
ensemble learning
(1)
mathematical reasoning
(1)
speech recognition
(1)
neural machine translation
(1)
convergence analysis
(1)
automatic speech recognition
(1)
instruction tuning
(1)
distributed training
(1)
learning rate
(1)
convergence rate
(1)
model fine-tuning
(1)
data quality
(1)
momentum method
(1)
confidence estimation
(1)
synthetic dataset
(1)
sequence-to-sequence model
(1)
mixed precision training
(1)
Papers
OpenMathInstruct-2: Accelerating AI for Math with Massive Open-Source Instruction Data
ICLR 2025
NeMo-Inspector: A Visualization Tool for LLM Generation Analysis
NAACL 2025
OpenMathInstruct-1: A 1.8 Million Math Instruction Tuning Dataset
NIPS 2024
Confidence-based Ensembles of End-to-End Speech Recognition Models
INTERSPEECH 2023
Understanding the Role of Momentum in Stochastic Gradient Methods
NIPS 2019
OpenSeq2Seq: Extensible Toolkit for Distributed and Mixed Precision Training of Sequence-to-Sequence Models
ACL 2018