Spotlight talks from paper submissions
in
Workshop: Beyond first order methods in machine learning systems

Spotlight talks

Paul Grigas · Zhewei Yao · Aurelien Lucchi · Si Yi Meng

2019 Spotlight talks from paper submissions
in
Workshop: Beyond first order methods in machine learning systems

Abstract

Hessian-Aware trace-Weighted Quantization. Zhen Dong (UC Berkeley); Zhewei Yao (University of California, Berkeley); Amir Gholami (UC Berkeley); Yaohui Cai (Peking University); Daiyaan Arfeen (UC Berkeley); Michael Mahoney ("University of California, Berkeley"); Kurt Keutzer (UC Berkeley)

New Methods for Regularization Path Optimization via Differential Equations. Paul Grigas (UC Berkeley); Heyuan Liu (University of California, Berkeley)

Ellipsoidal Trust Region Methods for Neural Nets. Leonard Adolphs (ETHZ); Jonas Kohler (ETHZ)

Sub-sampled Newton Methods Under Interpolation. Si Yi Meng (University of British Columbia); Sharan Vaswani (Mila, Université de Montréal); Issam Laradji (University of British Columbia); Mark Schmidt (University of British Columbia); Simon Lacoste-Julien (Mila, Université de Montréal)

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