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- Publications
- Influence
High Dimensional Bayesian Optimisation and Bandits via Additive Models
- Kirthevasan Kandasamy, J. Schneider, B. Póczos
- Computer Science, Mathematics
- ICML
- 5 March 2015
TLDR
Neural Architecture Search with Bayesian Optimisation and Optimal Transport
- Kirthevasan Kandasamy, W. Neiswanger, Jeff Schneider, B. Póczos, E. Xing
- Computer Science, Mathematics
- NeurIPS
- 11 February 2018
TLDR
Multi-fidelity Bayesian Optimisation with Continuous Approximations
- Kirthevasan Kandasamy, Gautam Dasarathy, J. Schneider, B. Póczos
- Computer Science, Mathematics
- ICML
- 18 March 2017
TLDR
Gaussian Process Bandit Optimisation with Multi-fidelity Evaluations
- Kirthevasan Kandasamy, Gautam Dasarathy, J. Oliva, J. Schneider, B. Póczos
- Computer Science
- NIPS
- 2016
TLDR
Additive Approximations in High Dimensional Nonparametric Regression via the SALSA
- Kirthevasan Kandasamy, Y. Yu
- Mathematics, Computer Science
- ICML
- 31 January 2016
TLDR
Nonparametric Estimation of Renyi Divergence and Friends
- A. Krishnamurthy, Kirthevasan Kandasamy, B. Póczos, L. Wasserman
- Mathematics, Computer Science
- ICML
- 12 February 2014
TLDR
Parallelised Bayesian Optimisation via Thompson Sampling
- Kirthevasan Kandasamy, A. Krishnamurthy, Jeff Schneider, B. Póczos
- Computer Science
- AISTATS
- 31 March 2018
TLDR
Nonparametric von Mises Estimators for Entropies, Divergences and Mutual Informations
- Kirthevasan Kandasamy, A. Krishnamurthy, B. Póczos, L. Wasserman, J. Robins
- Computer Science, Mathematics
- NIPS
- 7 December 2015
TLDR
Tuning Hyperparameters without Grad Students: Scalable and Robust Bayesian Optimisation with Dragonfly
- Kirthevasan Kandasamy, Karun Raju Vysyaraju, +5 authors E. Xing
- Computer Science, Mathematics
- J. Mach. Learn. Res.
- 15 March 2019
TLDR
High Dimensional Bayesian Optimization via Restricted Projection Pursuit Models
- C. Li, Kirthevasan Kandasamy, B. Póczos, J. Schneider
- Computer Science
- AISTATS
- 2 May 2016
TLDR