Baekjin Kim

According to our database, Baekjin Kim authored at least 7 papers between 2018 and 2022.

Collaborative distances:

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

2022

TwHIN: Embedding the Twitter Heterogeneous Information Network for Personalized Recommendation.

Ahmed El-Kishky, Thomas Markovich, Serim Park, Chetan Verma, Baekjin Kim, Ramy Eskander, Yury Malkov, Frank Portman, Sofía Samaniego, Ying Xiao, Aria Haghighi

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Weighted Gaussian Process Bandits for Non-stationary Environments.

Yuntian Deng, Xingyu Zhou, Baekjin Kim, Ambuj Tewari, Abhishek Gupta, Ness B. Shroff

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2020

Randomized Exploration for Non-Stationary Stochastic Linear Bandits.

Baekjin Kim, Ambuj Tewari

Proceedings of the Thirty-Sixth Conference on Uncertainty in Artificial Intelligence, 2020

On the Equivalence between Online and Private Learnability beyond Binary Classification.

Young Hun Jung, Baekjin Kim, Ambuj Tewari

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

2019

Near-optimal Oracle-efficient Algorithms for Stationary and Non-Stationary Stochastic Linear Bandits.

Baekjin Kim, Ambuj Tewari

CoRR, 2019

On the Optimality of Perturbations in Stochastic and Adversarial Multi-armed Bandit Problems.

Baekjin Kim, Ambuj Tewari

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

2018

Comparative study of computational algorithms for the Lasso with high-dimensional, highly correlated data.

Baekjin Kim, Donghyeon Yu, Joong-Ho Won

Appl. Intell., 2018