Arash Amini
11 papers · 2013–2026 · 5 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (4) 🏃 Academic Marathon (12) 🐝 Cross-Pollinator (11) 🌈 Renaissance Researcher (5)
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Conference Polyglot
(4)
🏃
Academic Marathon
(12)
🐝
Cross-Pollinator
(11)
🏆
Keyword Champion
💎
Century Club
(10)
📈
Trend Setter
🗃️
Keyword Collector
(59)
Conferences
NIPS (6)
AISTATS (2)
AAAI (1)
ACL (1)
EMNLP (1)
Top co-authors
Keywords
multilingual nlp
(2)
persian language
(2)
directed acyclic graph
(2)
benchmark evaluation
(2)
gaussian graphical model
(2)
probabilistic modeling
(2)
k-means clustering
(1)
bias detection
(1)
logistic regression
(1)
multivariate analysis
(1)
causal discovery
(1)
feature importance
(1)
covariance estimation
(1)
ai safety
(1)
covariance matrix
(1)
structure learning
(1)
model alignment
(1)
multi-class classification
(1)
ising model
(1)
label propagation
(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
Target alignment in truncated kernel ridge regression
NIPS 2022
On perfectness in Gaussian graphical models
AISTATS 2022
Label consistency in overfitted generalized $k$-means
NIPS 2021
The Potts-Ising model for discrete multivariate data
NIPS 2020
Sparse Multivariate Bernoulli Processes in High Dimensions
AISTATS 2019
Globally optimal score-based learning of directed acyclic graphs in high-dimensions
NIPS 2019
Variable Importance Using Decision Trees
NIPS 2017
Bayesian inference as iterated random functions with applications to sequential inference in graphical models
NIPS 2013