Amirmohammad Rooshenas

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 11

Top Topics

Markov Networks

Structured Prediction

Latent Variables

Probabilistic Model

Top Venues

AAAI (Late-Breaking Developments)

Publications

Daniel Wesego, Amirmohammad Rooshenas
Score-Based Multimodal Autoencoders. CoRR (2023)
Sumanta Bhattacharyya, Amirmohammad Rooshenas, Subhajit Naskar, Simeng Sun, Mohit Iyyer, Andrew McCallum
Energy-Based Reranking: Improving Neural Machine Translation Using Energy-Based Models. ACL/IJCNLP (1) (2021)
Subhajit Naskar, Amirmohammad Rooshenas, Simeng Sun, Mohit Iyyer, Andrew McCallum
Energy-Based Reranking: Improving Neural Machine Translation Using Energy-Based Models. CoRR (2020)
MohamadAli Torkamani, Shiv Shankar, Amirmohammad Rooshenas, Phillip Wallis
Differential Equation Units: Learning Functional Forms of Activation Functions from Data. AAAI (2020)
MohamadAli Torkamani, Phillip Wallis, Shiv Shankar, Amirmohammad Rooshenas
Learning Compact Neural Networks Using Ordinary Differential Equations as Activation Functions. CoRR (2019)
MohamadAli Torkamani, Shiv Shankar, Amirmohammad Rooshenas, Phillip Wallis
Differential Equation Units: Learning Functional Forms of Activation Functions from Data. CoRR (2019)
Amirmohammad Rooshenas, Dongxu Zhang, Gopal Sharma, Andrew McCallum
Search-Guided, Lightly-Supervised Training of Structured Prediction Energy Networks. NeurIPS (2019)
Amirmohammad Rooshenas, Aishwarya Kamath, Andrew McCallum
Training Structured Prediction Energy Networks with Indirect Supervision. NAACL-HLT (2) (2018)
Amirmohammad Rooshenas, Dongxu Zhang, Gopal Sharma, Andrew McCallum
Search-Guided, Lightly-supervised Training of Structured Prediction Energy Networks. CoRR (2018)
Amirmohammad Rooshenas, Daniel Lowd
Discriminative Structure Learning of Arithmetic Circuits. AISTATS (2016)
Amirmohammad Rooshenas, Daniel Lowd
Discriminative Structure Learning of Arithmetic Circuits. AAAI (2016)
Daniel Lowd, Amirmohammad Rooshenas
The Libra toolkit for probabilistic models. J. Mach. Learn. Res. 16 (2015)
Daniel Lowd, Amirmohammad Rooshenas
The Libra Toolkit for Probabilistic Models. CoRR (2015)
Amirmohammad Rooshenas, Daniel Lowd
Learning Sum-Product Networks with Direct and Indirect Variable Interactions. ICML (2014)
Amirmohammad Rooshenas, Daniel Lowd
Learning Tractable Graphical Models Using Mixture of Arithmetic Circuits. AAAI (Late-Breaking Developments) (2013)
Daniel Lowd, Amirmohammad Rooshenas
Learning Markov Networks With Arithmetic Circuits. AISTATS (2013)