20250928
Fairness

김건웅

Fair Regression

한상문

Fair learning with Wasserstein barycenters non decomposable performance measures

이성은

Leveraging Labeled and Unlabeled Data Fair Classification

안영민

Fair Regression via Plug In Estimator and Recalibration

신윤섭

Regression under demographic parity

20250928

Asymtotics

Asymtotics 자료

20250907
Hyperbolic
&Unlearning

박세현

Hyperbolic Image-Text Representations

김초은

Hyperbolic vs. Euclidean Embeddings Few-shot Learning

이지후

Machine Unlearning in Hyperbolic vs. Euclidean Multimodal Contrastive Learning: Adapting Alignment Calibration to MERU

한상문

Erasing Concepts from Diffusion Models

이해영

Erasing Undesirable Concepts in Diffusion Models with Adversarial Preservation

정유립

Memories of Forgotten Concepts

20250904

이해영

Conformal prediction with LLM

안영민

An effective method for high dimensional log density ANOVA estimation with application to nonparametric graphical model building

Discretization Privacy Preserving Data Publishing for Causal Discovery

한상문

DDPM: Denoising Diffusion Probabilistic Models

20250806

이관호

Efficient Detection of LLM-generated Texts with a Bayesian

한상문

BIRD

안영민

Bayesian Calibration of Win Rate Estimation with LLM Evaluators

신윤섭

Beyond the Black Box: A Statistical Model for LLM Reasoning and Inference

김찬우

Ensemble Bayesian Inference

이해영

Bayesian reward models for llm alignment

20250708
20250722
20250729

박세현

Reasoning in LLM

김초은

Neural Flow Diffusion Models Learnable Forward Process for Improved Diffusion Modeling

이지후

CBLLMs

이관호

Data Privacy를 위한 데이터 익명화와 비식별화

정한교

Knowledge Graph

정유립

ChatGPT Agent Mode