Telgarsky, Matus J.

8 publications

NeurIPS 2023 Representational Strengths and Limitations of Transformers Clayton Sanford, Daniel J. Hsu, Matus J. Telgarsky

NeurIPS 2021 Early-Stopped Neural Networks Are Consistent Ziwei Ji, Justin Li, Matus J. Telgarsky

NeurIPS 2020 Directional Convergence and Alignment in Deep Learning Ziwei Ji, Matus J. Telgarsky

NeurIPS 2018 Size-Noise Tradeoffs in Generative Networks Bolton Bailey, Matus J Telgarsky

NeurIPS 2017 Spectrally-Normalized Margin Bounds for Neural Networks Peter L Bartlett, Dylan J Foster, Matus J Telgarsky

NeurIPS 2014 Scalable Non-Linear Learning with Adaptive Polynomial Expansions Alekh Agarwal, Alina Beygelzimer, Daniel J. Hsu, John Langford, Matus J Telgarsky

NeurIPS 2013 Moment-Based Uniform Deviation Bounds for $k$-Means and Friends Matus J Telgarsky, Sanjoy Dasgupta

NeurIPS 2011 The Fast Convergence of Boosting Matus J. Telgarsky