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Search All 2022 Events
9 Results
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Poster
Wed 9:00
Free Probability for predicting the performance of feed-forward fully connected neural networks
Reda CHHAIBI · Tariq Daouda · Ezechiel Kahn
Workshop
Distributed Newton-Type Methods with Communication Compression and Bernoulli Aggregation
Rustem Islamov · Xun Qian · SlavomÃr Hanzely · Mher Safaryan · Peter Richtarik
Workshop
Fri 9:30
Cubic Regularized Quasi-Newton Methods
Klea Ziu
Poster
Tue 14:00
Extra-Newton: A First Approach to Noise-Adaptive Accelerated Second-Order Methods
Kimon Antonakopoulos · Ali Kavis · Volkan Cevher
Workshop
Cubic Regularized Quasi-Newton Methods
Dmitry Kamzolov · Klea Ziu · Artem Agafonov · Martin Takac
Poster
Quasi-Newton Methods for Saddle Point Problems
Chengchang Liu · Luo Luo
Workshop
Statistical and Computational Complexities of BFGS Quasi-Newton Method for Generalized Linear Models
Qiujiang Jin · Aryan Mokhtari · Nhat Ho · Tongzheng Ren
Poster
Wed 9:00
A Damped Newton Method Achieves Global $\mathcal O \left(\frac{1}{k^2}\right)$ and Local Quadratic Convergence Rate
SlavomÃr Hanzely · Dmitry Kamzolov · Dmitry Pasechnyuk · Alexander Gasnikov · Peter Richtarik · Martin Takac
Poster
Thu 9:00
Optimal and Adaptive Monteiro-Svaiter Acceleration
Yair Carmon · Danielle Hausler · Arun Jambulapati · Yujia Jin · Aaron Sidford
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