Aryo Lotfi
5 papers · 2022–2024 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(17)
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Hot Topic Early Bird
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The Questioner
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Research topics
Machine Learning
(5)
Optimization & Theory · Machine Learning
(5)
Deep Learning
(3)
Architectures
(3)
Artificial Intelligence
(2)
Core AI
(2)
Core Methods
(2)
Learning Types · Machine Learning
(2)
Optimization & Theory · Deep Learning
(2)
Interdisciplinary
(1)
Learning Paradigms · Machine Learning
(1)
Learning Paradigms · Artificial Intelligence
(1)
Learning Types · Deep Learning
(1)
Linguistics
(1)
Keywords
curriculum learning
(3)
logic reasoning
(2)
gradient descent
(2)
logical function
(2)
neural network
(2)
min-degree interpolator
(2)
boolean function
(2)
out-of-distribution generalization
(2)
logic function
(1)
parity learning
(1)
mixed input
(1)
2-layer relu
(1)
network architecture
(1)
generalization on the unseen
(1)
compositional generalization
(1)
generalization error
(1)
length generalization
(1)
relu network
(1)
degree curriculum
(1)
boolean influence
(1)
Papers
Generalization on the Unseen, Logic Reasoning and Degree Curriculum
JMLR 2024
How Far Can Transformers Reason? The Globality Barrier and Inductive Scratchpad
NeurIPS 2024
Generalization on the Unseen, Logic Reasoning and Degree Curriculum
ICML 2023
Provable Advantage of Curriculum Learning on Parity Targets with Mixed Inputs
NeurIPS 2023
Learning to Reason with Neural Networks: Generalization, Unseen Data and Boolean Measures
NeurIPS 2022