output
20102024
most citedThe importance of transparency and reproducibility in artificial intelligence research

533 citations

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Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

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math.OC2020★ 1 cited

SONIA: A Symmetric Blockwise Truncated Optimization Algorithm

Majid Jahani, Mohammadreza Nazari, Rachael Tappenden +2

This work presents a new algorithm for empirical risk minimization. The algorithm bridges the gap between first- and second-order methods by computing a search direction that uses…

math.OC2015★ 4 cited

Exact duals and short certificates of infeasibility and weak infeasibility in conic linear programming

Minghui Liu, Gabor Pataki

In conic linear programming -- in contrast to linear programming -- the Lagrange dual is not an exact dual: it may not attain its optimal value, or there may be a positive duality…