Alex Tang

According to our database, Alex Tang authored at least 6 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

Agnostic Learning of General ReLU Activation Using Gradient Descent.

Pranjal Awasthi, Alex Tang, Aravindan Vijayaraghavan

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Tabular Data to Image Generation: Benchmark Data, Approaches, and Evaluation.

Alex Tang, Gromit Chan, Ryan A. Rossi, Chang Xiao, Eunyee Koh

Proceedings of the IEEE International Conference on Big Data, 2023

2022

Algorithmic Learning Foundations for Common Law.

Jason D. Hartline, Daniel W. Linna Jr., Liren Shan, Alex Tang

Proceedings of the 2022 Symposium on Computer Science and Law, 2022

2021

Efficient Algorithms for Learning Depth-2 Neural Networks with General ReLU Activations.

Pranjal Awasthi, Alex Tang, Aravindan Vijayaraghavan

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

Amazon SageMaker Autopilot: a white box AutoML solution at scale.

Piali Das, Valerio Perrone, Nikita Ivkin, Tanya Bansal, Zohar S. Karnin, Huibin Shen, Iaroslav Shcherbatyi, Yotam Elor, Wilton Wu, Aida Zolic, Thibaut Liénart, Alex Tang, Amr Ahmed, Jean Baptiste Faddoul, Rodolphe Jenatton, Fela Winkelmolen, Philip Gautier, Leo Dirac, Andre Perunicic, Miroslav Miladinovic, Giovanni Zappella, Cédric Archambeau, Matthias W. Seeger, Bhaskar Dutt, Laurence Rouesnel

CoRR, 2020

Amazon SageMaker Autopilot: a white box AutoML solution at scale.

Piali Das, Nikita Ivkin, Tanya Bansal, Laurence Rouesnel, Philip Gautier, Zohar S. Karnin, Leo Dirac, Lakshmi Ramakrishnan, Andre Perunicic, Iaroslav Shcherbatyi, Wilton Wu, Aida Zolic, Huibin Shen, Amr Ahmed, Fela Winkelmolen, Miroslav Miladinovic, Cédric Archambeau, Alex Tang, Bhaskar Dutt, Patricia Grao, Kumar Venkateswar

Proceedings of the Fourth Workshop on Data Management for End-To-End Machine Learning, 2020