Maor Ivgi
8 papers · 2021–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (26) 🐣 Hot Topic Early Bird 👥 Mega-Team · Legion
🔥
Unstoppable · Bronze
Top co-authors
Research topics
Machine Learning
(7)
Artificial Intelligence
(4)
Deep Learning
(3)
Natural Language Processing
(3)
Learning Paradigms
(3)
Learning Types
(3)
Optimization & Theory
(3)
Resources & Methods
(3)
Mathematics & Optimization
(2)
Application Areas
(2)
Applications
(2)
Core AI
(2)
Optimization
(2)
Core Methods
(1)
Generation
(1)
Keywords
language model
(3)
parameter-free optimization
(2)
stochastic convex optimization
(2)
neural network optimization
(2)
long text
(2)
accelerated optimization
(1)
convex optimization
(1)
benchmark evaluation
(1)
question answering
(1)
in-context learning
(1)
text summarization
(1)
adversarial training
(1)
natural language understanding
(1)
benchmark suite
(1)
hyperparameter tuning
(1)
natural language inference
(1)
smooth optimization
(1)
noise robustness
(1)
model robustness
(1)
model selection
(1)
Papers
In-Context Learning with Long-Context Models: An In-Depth Exploration
NAACL 2025
Accelerated Parameter-Free Stochastic Optimization
COLT 2024
DataComp-LM: In search of the next generation of training sets for language models
NeurIPS 2024
DoG is SGD’s Best Friend: A Parameter-Free Dynamic Step Size Schedule
ICML 2023
ZeroSCROLLS: A Zero-Shot Benchmark for Long Text Understanding
EMNLP 2023
Scaling Laws Under the Microscope: Predicting Transformer Performance from Small Scale Experiments
EMNLP 2022
SCROLLS: Standardized CompaRison Over Long Language Sequences
EMNLP 2022
Achieving Model Robustness through Discrete Adversarial Training
EMNLP 2021