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authorId(s): 1920895
Author(s): Biswajit Paria
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164
Tuning Hyperparameters without Grad Students: Scalable and Robust Bayesian Optimisation with Dragonfly
Kirthevasan Kandasamy
,
Karun Raju Vysyaraju
, ...,
E. Xing
2019
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114
A Flexible Framework for Multi-Objective Bayesian Optimization using Random Scalarizations
Biswajit Paria
,
Kirthevasan Kandasamy
,
B. Póczos
2018
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106
Autonomous discovery of battery electrolytes with robotic experimentation and machine-learning
Adarsh Dave
,
Jared M. Mitchell
, ...,
V. Viswanathan
2019
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55
Minimizing FLOPs to Learn Efficient Sparse Representations
Biswajit Paria
,
Chih-Kuan Yeh
, ...,
I. E. Yen
2020
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42
Gradient-based Constrained Sampling from Language Models
Sachin Kumar
,
Biswajit Paria
,
Yulia Tsvetkov
2022
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18
A Flexible Multi-Objective Bayesian Optimization Approach using Random Scalarizations
Biswajit Paria
,
Kirthevasan Kandasamy
,
B. Póczos
2018
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16
An Experimental Design Perspective on Model-Based Reinforcement Learning
Viraj Mehta
,
Biswajit Paria
, ...,
W. Neiswanger
2021
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15
Hierarchically Regularized Deep Forecasting
Biswajit Paria
,
Rajat Sen
, ...,
Abhimanyu Das
2021
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14
Constrained Sampling from Language Models via Langevin Dynamics in Embedding Spaces
Sachin Kumar
,
Biswajit Paria
,
Yulia Tsvetkov
2022
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13
A Neural Architecture Mimicking Humans End-to-End for Natural Language Inference
Biswajit Paria
,
K. Annervaz
, ...,
Sanjay Podder
2016
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