Barnabás Póczos

Deep Sets

Manzil Zaheer, Satwik Kottur, Siamak Ravanbakhsh et al. · arXiv (Cornell University) · 2017 · 471 citations · Full text

Artificial Intelligence, Geometric Learning, Machine Vision +14

Characterizing and Avoiding Negative Transfer

Zi-Rui Wang, Zihang Dai, Barnabás Póczos et al. · 2019 · 438 citations

Artificial Intelligence, Few-shot Learning, Negative Transfer +17

Gradient Descent Provably Optimizes Over-parameterized Neural Networks

Simon S. Du, Xiyu Zhai, Barnabás Póczos et al. · arXiv (Cornell University) · 2018 · 418 citations · Full text

Model Optimization, Hyperparameter Estimation, Engineering +12

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

Hai Pham, Paul Pu Liang, Thomas Manzini et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2019 · 404 citations · Full text

Structured Prediction, Engineering, Machine Learning +22

One Network to Solve Them All — Solving Linear Inverse Problems Using Deep Projection Models

Je-Yuan Chang, Chunliang Li, Barnabás Póczos et al. · 2017 · 326 citations

Geometric Learning, Convolutional Neural Network, Engineering +16