Lee, Hae Beom

14 publications

ICML 2025 Bayesian Neural Scaling Law Extrapolation with Prior-Data Fitted Networks Dongwoo Lee, Dong Bok Lee, Steven Adriaensen, Juho Lee, Sung Ju Hwang, Frank Hutter, Seon Joo Kim, Hae Beom Lee

NeurIPS 2025 Cost-Sensitive Freeze-Thaw Bayesian Optimization for Efficient Hyperparameter Tuning Dong Bok Lee, Aoxuan Silvia Zhang, Byungjoo Kim, Junhyeon Park, Steven Adriaensen, Juho Lee, Sung Ju Hwang, Hae Beom Lee

ICLR 2024 Delta-AI: Local Objectives for Amortized Inference in Sparse Graphical Models Jean-Pierre René Falet, Hae Beom Lee, Nikolay Malkin, Chen Sun, Dragos Secrieru, Dinghuai Zhang, Guillaume Lajoie, Yoshua Bengio

ICLR 2022 Meta Learning Low Rank Covariance Factors for Energy Based Deterministic Uncertainty Jeffrey Ryan Willette, Hae Beom Lee, Juho Lee, Sung Ju Hwang

ICLR 2022 Online Hyperparameter Meta-Learning with Hypergradient Distillation Hae Beom Lee, Hayeon Lee, JaeWoong Shin, Eunho Yang, Timothy Hospedales, Sung Ju Hwang

ICLR 2022 Sequential Reptile: Inter-Task Gradient Alignment for Multilingual Learning Seanie Lee, Hae Beom Lee, Juho Lee, Sung Ju Hwang

ICML 2021 Large-Scale Meta-Learning with Continual Trajectory Shifting Jaewoong Shin, Hae Beom Lee, Boqing Gong, Sung Ju Hwang

ICLR 2020 Learning to Balance: Bayesian Meta-Learning for Imbalanced and Out-of-Distribution Tasks Hae Beom Lee, Hayeon Lee, Donghyun Na, Saehoon Kim, Minseop Park, Eunho Yang, Sung Ju Hwang

ICLR 2020 Meta Dropout: Learning to Perturb Latent Features for Generalization Hae Beom Lee, Taewook Nam, Eunho Yang, Sung Ju Hwang

ICML 2020 Meta Variance Transfer: Learning to Augment from the Others Seong-Jin Park, Seungju Han, Ji-Won Baek, Insoo Kim, Juhwan Song, Hae Beom Lee, Jae-Joon Han, Sung Ju Hwang

NeurIPS 2020 MetaPerturb: Transferable Regularizer for Heterogeneous Tasks and Architectures Jeong Un Ryu, JaeWoong Shin, Hae Beom Lee, Sung Ju Hwang

ICML 2018 Deep Asymmetric Multi-Task Feature Learning Hae Beom Lee, Eunho Yang, Sung Ju Hwang

NeurIPS 2018 DropMax: Adaptive Variational SoftMax Hae Beom Lee, Juho Lee, Saehoon Kim, Eunho Yang, Sung Ju Hwang

NeurIPS 2018 Uncertainty-Aware Attention for Reliable Interpretation and Prediction Jay Heo, Hae Beom Lee, Saehoon Kim, Juho Lee, Kwang Joon Kim, Eunho Yang, Sung Ju Hwang