Amirmohammad Rooshenas
8 papers · 2013–2021 · 7 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Academic Marathon · Sprint
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Taxonomy Completionist
(17)
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Hot Topic Early Bird
Top co-authors
Research topics
Machine Learning
(7)
Artificial Intelligence
(5)
Core Methods
(5)
Optimization & Theory
(5)
Bayesian & Probabilistic · Artificial Intelligence
(3)
Deep Learning
(2)
Learning Types · Machine Learning
(2)
Natural Language Processing
(1)
Applications
(1)
Architectures
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Core AI
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Techniques
(1)
Keywords
probabilistic modeling
(3)
structure learning
(3)
sum-product network
(2)
graphical model
(2)
structured prediction
(2)
markov network
(2)
arithmetic circuit
(2)
energy network
(2)
weakly supervised learning
(1)
machine learning
(1)
function approximation
(1)
maximum likelihood estimation
(1)
tractable inference
(1)
parameter learning
(1)
reward function
(1)
energy-based model
(1)
exact inference
(1)
bleu score
(1)
junction tree
(1)
discriminative learning
(1)
Papers
Energy-Based Reranking: Improving Neural Machine Translation Using Energy-Based Models
ACL 2021
Differential Equation Units: Learning Functional Forms of Activation Functions from Data
AAAI 2020
Search-Guided, Lightly-Supervised Training of Structured Prediction Energy Networks
NeurIPS 2019
Training Structured Prediction Energy Networks with Indirect Supervision
NAACL 2018
Discriminative Structure Learning of Arithmetic Circuits
AISTATS 2016
The Libra Toolkit for Probabilistic Models
JMLR 2015
Learning Sum-Product Networks with Direct and Indirect Variable Interactions
ICML 2014
Learning Markov Networks With Arithmetic Circuits
AISTATS 2013