Barnabas Poczos
Carnegie Mellon University
H-index: 68
North America-United States
Top articles of Barnabas Poczos
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Task-Based MoE for Multitask Multilingual Machine Translation | arXiv preprint arXiv:2308.15772 | Hai Pham Young Jin Kim Subhabrata Mukherjee David P Woodruff Barnabas Poczos | 2023/8/30 |
Objective-Agnostic Enhancement of Molecule Properties via Multi-Stage VAE | arXiv preprint arXiv:2308.13066 | Chenghui Zhou Barnabas Poczos | 2023/8/24 |
The student becomes the master: Matching GPT3 on Scientific Factual Error Correction | arXiv preprint arXiv:2305.14707 | Dhananjay Ashok Atharva Kulkarni Hai Pham Barnabás Póczos | 2023/5/24 |
Integrated Design of Ultradurable, Low CO2 Alternative Binder Systems via Machine Learning | Newell Washburn Kimberly Kurtis Barnabas Poczos Christopher Childs Ogulcan Canbek | 2023/5/15 | |
The student becomes the master: Outperforming GPT3 on Scientific Factual Error Correction | Dhananjay Ashok Atharva Kulkarni Hai Pham Barnabas Poczos | 2023/12/1 | |
ciix: Outperforming GPT3 on Scientific Factual Error Correction | Dhananjay Ashok Atharva Kulkarni Hai Pham Barnabas Poczos | 2023/11/30 | |
Multiset multicover methods for discriminative marker selection | Cell Reports Methods | Euxhen Hasanaj Amir Alavi Anupam Gupta Barnabás Póczos Ziv Bar-Joseph | 2022/11/21 |
On the Algorithmic Stability and Generalization of Adaptive Optimization Methods | arXiv preprint arXiv:2211.03970 | Han Nguyen Hai Pham Sashank J Reddi Barnabás Póczos | 2022/11/8 |
Be greedy–a simple algorithm for blackbox optimization using neural networks | ICML2022 Workshop on Adaptive Experimental Design and Active Learning in the Real World | Biswajit Paria Barnabàs Pòczos Pradeep Ravikumar Jeff Schneider Arun Sai Suggala | 2022 |
Improving molecule properties through 2-stage vae | arXiv preprint arXiv:2212.02750 | Chenghui Zhou Barnabas Poczos | 2022/12/6 |
Coarse-to-fine curriculum learning | arXiv preprint arXiv:2106.04072 | Otilia Stretcu Emmanouil Antonios Platanios Tom M Mitchell Barnabás Póczos | 2021/6/8 |
Re-tacred: Addressing shortcomings of the tacred dataset | Proceedings of the AAAI conference on artificial intelligence | George Stoica Emmanouil Antonios Platanios Barnabás Póczos | 2021/5/18 |
StylePTB: A compositional benchmark for fine-grained controllable text style transfer | arXiv preprint arXiv:2104.05196 | Yiwei Lyu Paul Pu Liang Hai Pham Eduard Hovy Barnabás Póczos | 2021/4/12 |
Unsupervised program synthesis for images by sampling without replacement | Chenghui Zhou Chun-Liang Li Barnabás Póczos | 2021/12/1 | |
Deep generative models for galaxy image simulations | Monthly Notices of the Royal Astronomical Society | François Lanusse Rachel Mandelbaum Siamak Ravanbakhsh Chun-Liang Li Peter Freeman | 2021/7 |
Politeness transfer: A tag and generate approach | ACL 2020 | Aman Madaan Amrith Setlur Tanmay Parekh Barnabas Poczos Graham Neubig | 2020/4/29 |
Re-TACRED: A New Relation Extraction Dataset | Proceedings of the 4th Knowledge Representation and Reasoning Meets Machine Learning Workshop (KR2ML 2020), at NeurIPS, Virtual | George Stoica Emmanouil Antonios Platanios Barnabás Póczos | 2020/12 |
Cheminformatics for accelerated design of chemical admixtures | Cement and Concrete Research | Christopher M Childs Oğulcan Canbek Tia M Kirby Cheng Zhang Jiangnan Zheng | 2020/10/1 |
Covariate Distribution Aware Meta-learning | arXiv preprint arXiv:2007.02523 | Amrith Setlur Saket Dingliwal Barnabas Poczos | 2020/7/6 |
Optimal exact matrix completion under new parametrization | arXiv preprint arXiv:2002.02431 | Ilqar Ramazanli Barnabas Poczos | 2020/2/6 |
Co-Authors
