RTDK-BO: High Dimensional Bayesian Optimization with Reinforced
Transformer Deep kernels

RTDK-BO: High Dimensional Bayesian Optimization with Reinforced Transformer Deep kernels

5 October 2023

Alexander Shmakov

Vineet Gundecha

Sahand Ghorbanpour

Ricardo Luna Gutierrez

Ashwin Ramesh Babu

Antonio Guillen-Perez

Soumyendu Sarkar

Papers citing "RTDK-BO: High Dimensional Bayesian Optimization with Reinforced Transformer Deep kernels"

12 / 12 papers shown

Title
EARL-BO: Reinforcement Learning for Multi-Step Lookahead, High-Dimensional Bayesian Optimization Mujin Cheon Jay H. Lee Dong-Yeun Koh Calvin Tsay 35 0 0 31 Oct 2024
A survey and benchmark of high-dimensional Bayesian optimization of discrete sequences Miguel González Duque Richard Michael Simon Bartels Yevgen Zainchkovskyy Søren Hauberg Wouter Boomsma 44 4 0 07 Jun 2024
A Configurable Pythonic Data Center Model for Sustainable Cooling and ML Integration Avisek Naug Antonio Guillen Ricardo Luna Gutierrez Vineet Gundecha Sahand Ghorbanpour Sajad Mousavi Ashwin Ramesh Babu Soumyendu Sarkar AI4CE 30 4 0 18 Apr 2024
Function Approximation for Reinforcement Learning Controller for Energy from Spread Waves Soumyendu Sarkar Vineet Gundecha Sahand Ghorbanpour Alexander Shmakov Ashwin Ramesh Babu Avisek Naug Alexandre Frederic Julien Pichard Mathieu Cocho 45 8 0 17 Apr 2024
Robustness and Visual Explanation for Black Box Image, Video, and ECG Signal Classification with Reinforcement Learning Soumyendu Sarkar Ashwin Ramesh Babu Sajad Mousavi Vineet Gundecha Avisek Naug Sahand Ghorbanpour AAML OffRL 29 2 0 27 Mar 2024
Carbon Footprint Reduction for Sustainable Data Centers in Real-Time Soumyendu Sarkar Avisek Naug Ricardo Luna Antonio Guillen Vineet Gundecha Sahand Ghorbanpour Sajad Mousavi Dejan Markovikj Ashwin Ramesh Babu AI4CE 32 7 0 21 Mar 2024
N-Critics: Self-Refinement of Large Language Models with Ensemble of Critics Sajad Mousavi Ricardo Luna Gutierrez Desik Rengarajan Vineet Gundecha Ashwin Ramesh Babu Avisek Naug Antonio Guillen-Perez Soumyendu Sarkar LRM HILM KELM 29 6 0 28 Oct 2023
Benchmark Generation Framework with Customizable Distortions for Image Classifier Robustness Soumyendu Sarkar Ashwin Ramesh Babu Sajad Mousavi Zachariah Carmichael Vineet Gundecha Sahand Ghorbanpour Ricardo Luna Antonio Guillen-Perez Avisek Naug AAML DiffM 59 3 0 28 Oct 2023
PyDCM: Custom Data Center Models with Reinforcement Learning for Sustainability Avisek Naug Antonio Guillen-Perez Ricardo Luna Gutierrez Vineet Gundecha Dejan Markovikj ... Lorenz Krause Sahand Ghorbanpour Sajad Mousavi Ashwin Ramesh Babu Soumyendu Sarkar AI4CE 8 4 0 05 Oct 2023
Soft Actor-Critic for Discrete Action Settings Petros Christodoulou OffRL 104 292 0 16 Oct 2019
Max-value Entropy Search for Efficient Bayesian Optimization Zi Wang Stefanie Jegelka 110 403 0 06 Mar 2017
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 218 7,926 0 17 Aug 2015