Amirmohammad Rooshenas
9 papers · 2013–2021 · 8 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Conference Polyglot (8) π Academic Marathon (8) π Cross-Pollinator (11) π Interdisciplinary Bridge
π§
Keyword Pioneer
πΊοΈ
Taxonomy Completionist
(18)
π
Trend Setter
Conferences
AISTATS (2)
AAAI (1)
ACL (1)
ICML (1)
IJCNLP (1)
JMLR (1)
NAACL (1)
NIPS (1)
Top co-authors
Keywords
probabilistic modeling
(3)
structure learning
(3)
graphical model
(2)
energy-based model
(2)
structured prediction
(2)
neural machine translation
(2)
markov network
(2)
arithmetic circuit
(2)
sum-product network
(2)
energy network
(2)
bleu score
(2)
maximum likelihood estimation
(2)
parameter learning
(1)
tractable inference
(1)
weakly supervised learning
(1)
machine learning
(1)
function approximation
(1)
reward function
(1)
exact inference
(1)
junction tree
(1)
Papers
Energy-Based Reranking: Improving Neural Machine Translation Using Energy-Based Models
IJCNLP 2021
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
NIPS 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