Amin Saberi
4 papers · 2018–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Academic Marathon ยท Sprint
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Interdisciplinary Bridge ยท Bronze
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Taxonomy Completionist
(12)
Venues
Top co-authors
Research topics
Deep Learning
(2)
Architectures
(2)
Artificial Intelligence
(1)
Interdisciplinary
(1)
Machine Learning
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Application Areas
(1)
Applications
(1)
Core AI
(1)
Mathematics
(1)
Optimization
(1)
Optimization & Theory
(1)
Resources & Methods
(1)
Science
(1)
Keywords
graph neural network
(2)
bayesian inference
(1)
chain-of-thought reasoning
(1)
preference optimization
(1)
tensor decomposition
(1)
message passing
(1)
online algorithm
(1)
spectral method
(1)
smoothed analysis
(1)
linear algebra
(1)
spatial crowdsourcing
(1)
memory representation
(1)
graph rewiring
(1)
candidate selection
(1)
multi-agent system
(1)
linear independence
(1)
neural assembly
(1)
neuron assembly
(1)
set intersection
(1)
rank one tensor
(1)
Papers
CHASE-SQL: Multi-Path Reasoning and Preference Optimized Candidate Selection in Text-to-SQL
ICLR 2025
Locality-Aware Graph Rewiring in GNNs
ICLR 2024
MAGNOLIA: Matching Algorithms via GNNs for Online Value-to-go Approximation
ICML 2024
Smoothed Analysis of Discrete Tensor Decomposition and Assemblies of Neurons
NeurIPS 2018