Arash Amini
11 papers · 2013–2026 · 5 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (28)
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Century Club Β· Bronze
Top co-authors
Research topics
Machine Learning
(9)
Core Methods
(6)
Artificial Intelligence
(5)
Mathematics & Optimization
(5)
Bayesian & Probabilistic Β· Artificial Intelligence
(3)
Bayesian & Probabilistic Β· Machine Learning
(3)
Core AI
(3)
Mathematics
(3)
Optimization & Theory
(3)
Natural Language Processing
(2)
Optimization
(2)
Resources & Methods
(2)
Deep Learning
(1)
Application Areas
(1)
Learning Types
(1)
Keywords
probabilistic modeling
(2)
persian language
(2)
directed acyclic graph
(2)
multilingual nlp
(2)
benchmark evaluation
(2)
graphical model
(2)
gaussian graphical model
(2)
bayesian inference
(1)
causal discovery
(1)
double descent
(1)
structure learning
(1)
label propagation
(1)
bias detection
(1)
feature importance
(1)
semi-supervised learning
(1)
model alignment
(1)
ising model
(1)
k-means clustering
(1)
covariance matrix
(1)
ai safety
(1)
Papers
Exact Combinatorial Multi-Class Graph Cuts for Semi-Supervised Learning
AAAI 2026
ELAB: Extensive LLM Alignment Benchmark in Persian Language
ACL 2025
FaMTEB: Massive Text Embedding Benchmark in Persian Language
EMNLP 2025
On perfectness in Gaussian graphical models
AISTATS 2022
Target alignment in truncated kernel ridge regression
NeurIPS 2022
Label consistency in overfitted generalized k-means
NeurIPS 2021
The Potts-Ising model for discrete multivariate data
NeurIPS 2020
Globally optimal score-based learning of directed acyclic graphs in high-dimensions
NeurIPS 2019
Sparse Multivariate Bernoulli Processes in High Dimensions
AISTATS 2019
Variable Importance Using Decision Trees
NeurIPS 2017
Bayesian inference as iterated random functions with applications to sequential inference in graphical models
NeurIPS 2013