Internship project topic: Self Supervised pretraining for Neural Combinatorial Optimization
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Research Interests
- Machine learning
- Optimization
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Biography
I am an undergraduate student at Sharif University of Technology. I have been working in the field of Theoretical Computer Science and Optimization since 2019. In 2022 I did a summer internship at LIONS during which I will work on robust learning and how to deal with adversaries through the process of learning.
On the Convergence of Encoder-only Shallow Transformers
Y. Wu; F. Liu; G. Chrysos; V. Cevher
2023. 37th Annual Conference on Neural Information Processing Systems, New Orleans, USA, December 10-16. 2023. Extrapolation and Spectral Bias of Neural Nets with Hadamard Product: a Polynomial Net Study
Y. Wu; Z. Zhu; F. Liu; G. Chrysos; V. Cevher
2022. 36th Conference on Neural Information Processing Systems (NeurIPS), New Orleans, USA, November 28 – December 3, 2022.