Vishwak Srinivasan

According to our database, Vishwak Srinivasan authored at least 7 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Fast sampling from constrained spaces using the Metropolis-adjusted Mirror Langevin algorithm.

Vishwak Srinivasan, Andre Wibisono, Ashia C. Wilson

Proceedings of the Thirty Seventh Annual Conference on Learning Theory, June 30, 2024

2021

Subseasonal climate prediction in the western US using Bayesian spatial models.

Vishwak Srinivasan, Justin Khim, Arindam Banerjee, Pradeep Ravikumar

Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, 2021

Sample Efficient Reinforcement Learning In Continuous State Spaces: A Perspective Beyond Linearity.

Dhruv Malik, Aldo Pacchiano, Vishwak Srinivasan, Yuanzhi Li

Proceedings of the 38th International Conference on Machine Learning, 2021

2020

On Learning Ising Models under Huber's Contamination Model.

Adarsh Prasad, Vishwak Srinivasan, Sivaraman Balakrishnan, Pradeep Ravikumar

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2018

On the Analysis of Trajectories of Gradient Descent in the Optimization of Deep Neural Networks.

Adepu Ravi Sankar, Vishwak Srinivasan, Vineeth N. Balasubramanian

CoRR, 2018

<i>ADINE</i>: an adaptive momentum method for stochastic gradient descent.

Vishwak Srinivasan, Adepu Ravi Sankar, Vineeth N. Balasubramanian

Proceedings of the ACM India Joint International Conference on Data Science and Management of Data, 2018

2017

ADINE: An Adaptive Momentum Method for Stochastic Gradient Descent.

Vishwak Srinivasan, Adepu Ravi Sankar, Vineeth N. Balasubramanian

CoRR, 2017