N. Keskar

activity

20152026

most citedCTRL: A Conditional Transformer Language Model for Controllable Generation

789 citations · 3.9k across the 31 of their papers we have counts for

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Showing 2015Show all

2 papers · 1 filter

cs.LG2015

adaQN: An Adaptive Quasi-Newton Algorithm for Training RNNs

Nitish Shirish Keskar, Albert S. Berahas

Recurrent Neural Networks (RNNs) are powerful models that achieve exceptional performance on several pattern recognition problems. However, the training of RNNs is a computationall…

math.OC2015★ 4 cited

A Second-Order Method for Convex $ℓ_{1}$ -Regularized Optimization with Active Set Prediction

Nitish Shirish Keskar, Jorge Nocedal, Figen Oztoprak +1

We describe an active-set method for the minimization of an objective function $ϕ$ that is the sum of a smooth convex function and an $ℓ_{1}$ -regularization term. A distinctive fe…

adaQN: An Adaptive Quasi-Newton Algorithm for Training RNNs

A Second-Order Method for Convex ℓ1​-Regularized Optimization with Active Set Prediction

A Second-Order Method for Convex $ℓ_{1}$ -Regularized Optimization with Active Set Prediction