Alert button
Picture for Barnabas Poczos

Barnabas Poczos

Alert button

ChemBO: Bayesian Optimization of Small Organic Molecules with Synthesizable Recommendations

Aug 05, 2019
Ksenia Korovina, Sailun Xu, Kirthevasan Kandasamy, Willie Neiswanger, Barnabas Poczos, Jeff Schneider, Eric P. Xing

Figure 1 for ChemBO: Bayesian Optimization of Small Organic Molecules with Synthesizable Recommendations
Figure 2 for ChemBO: Bayesian Optimization of Small Organic Molecules with Synthesizable Recommendations
Figure 3 for ChemBO: Bayesian Optimization of Small Organic Molecules with Synthesizable Recommendations
Figure 4 for ChemBO: Bayesian Optimization of Small Organic Molecules with Synthesizable Recommendations
Viaarxiv icon

A Deep Reinforcement Learning Approach for Global Routing

Jun 20, 2019
Haiguang Liao, Wentai Zhang, Xuliang Dong, Barnabas Poczos, Kenji Shimada, Levent Burak Kara

Figure 1 for A Deep Reinforcement Learning Approach for Global Routing
Figure 2 for A Deep Reinforcement Learning Approach for Global Routing
Figure 3 for A Deep Reinforcement Learning Approach for Global Routing
Figure 4 for A Deep Reinforcement Learning Approach for Global Routing
Viaarxiv icon

Competence-based Curriculum Learning for Neural Machine Translation

Mar 26, 2019
Emmanouil Antonios Platanios, Otilia Stretcu, Graham Neubig, Barnabas Poczos, Tom M. Mitchell

Figure 1 for Competence-based Curriculum Learning for Neural Machine Translation
Figure 2 for Competence-based Curriculum Learning for Neural Machine Translation
Figure 3 for Competence-based Curriculum Learning for Neural Machine Translation
Figure 4 for Competence-based Curriculum Learning for Neural Machine Translation
Viaarxiv icon

Tuning Hyperparameters without Grad Students: Scalable and Robust Bayesian Optimisation with Dragonfly

Mar 15, 2019
Kirthevasan Kandasamy, Karun Raju Vysyaraju, Willie Neiswanger, Biswajit Paria, Christopher R. Collins, Jeff Schneider, Barnabas Poczos, Eric P. Xing

Figure 1 for Tuning Hyperparameters without Grad Students: Scalable and Robust Bayesian Optimisation with Dragonfly
Figure 2 for Tuning Hyperparameters without Grad Students: Scalable and Robust Bayesian Optimisation with Dragonfly
Figure 3 for Tuning Hyperparameters without Grad Students: Scalable and Robust Bayesian Optimisation with Dragonfly
Figure 4 for Tuning Hyperparameters without Grad Students: Scalable and Robust Bayesian Optimisation with Dragonfly
Viaarxiv icon

End-to-End Jet Classification of Quarks and Gluons with the CMS Open Data

Feb 21, 2019
Michael Andrews, John Alison, Sitong An, Patrick Bryant, Bjorn Burkle, Sergei Gleyzer, Meenakshi Narain, Manfred Paulini, Barnabas Poczos, Emanuele Usai

Figure 1 for End-to-End Jet Classification of Quarks and Gluons with the CMS Open Data
Figure 2 for End-to-End Jet Classification of Quarks and Gluons with the CMS Open Data
Figure 3 for End-to-End Jet Classification of Quarks and Gluons with the CMS Open Data
Figure 4 for End-to-End Jet Classification of Quarks and Gluons with the CMS Open Data
Viaarxiv icon

ProBO: a Framework for Using Probabilistic Programming in Bayesian Optimization

Jan 31, 2019
Willie Neiswanger, Kirthevasan Kandasamy, Barnabas Poczos, Jeff Schneider, Eric Xing

Figure 1 for ProBO: a Framework for Using Probabilistic Programming in Bayesian Optimization
Figure 2 for ProBO: a Framework for Using Probabilistic Programming in Bayesian Optimization
Figure 3 for ProBO: a Framework for Using Probabilistic Programming in Bayesian Optimization
Figure 4 for ProBO: a Framework for Using Probabilistic Programming in Bayesian Optimization
Viaarxiv icon

Found in Translation: Learning Robust Joint Representations by Cyclic Translations Between Modalities

Dec 19, 2018
Hai Pham, Paul Pu Liang, Thomas Manzini, Louis-Philippe Morency, Barnabas Poczos

Figure 1 for Found in Translation: Learning Robust Joint Representations by Cyclic Translations Between Modalities
Figure 2 for Found in Translation: Learning Robust Joint Representations by Cyclic Translations Between Modalities
Figure 3 for Found in Translation: Learning Robust Joint Representations by Cyclic Translations Between Modalities
Figure 4 for Found in Translation: Learning Robust Joint Representations by Cyclic Translations Between Modalities
Viaarxiv icon

Hallucinating Point Cloud into 3D Sculptural Object

Nov 29, 2018
Chun-Liang Li, Eunsu Kang, Songwei Ge, Lingyao Zhang, Austin Dill, Manzil Zaheer, Barnabas Poczos

Figure 1 for Hallucinating Point Cloud into 3D Sculptural Object
Figure 2 for Hallucinating Point Cloud into 3D Sculptural Object
Viaarxiv icon

Point Cloud GAN

Oct 13, 2018
Chun-Liang Li, Manzil Zaheer, Yang Zhang, Barnabas Poczos, Ruslan Salakhutdinov

Figure 1 for Point Cloud GAN
Figure 2 for Point Cloud GAN
Figure 3 for Point Cloud GAN
Figure 4 for Point Cloud GAN
Viaarxiv icon

Seq2Seq2Sentiment: Multimodal Sequence to Sequence Models for Sentiment Analysis

Aug 06, 2018
Hai Pham, Thomas Manzini, Paul Pu Liang, Barnabas Poczos

Figure 1 for Seq2Seq2Sentiment: Multimodal Sequence to Sequence Models for Sentiment Analysis
Figure 2 for Seq2Seq2Sentiment: Multimodal Sequence to Sequence Models for Sentiment Analysis
Figure 3 for Seq2Seq2Sentiment: Multimodal Sequence to Sequence Models for Sentiment Analysis
Figure 4 for Seq2Seq2Sentiment: Multimodal Sequence to Sequence Models for Sentiment Analysis
Viaarxiv icon