20250708
20250715
20250722
20250729

박세현

Reasoning in LLM

김초은

Neural Flow Diffusion Models Learnable Forward Process for Improved Diffusion Modeling

20250501
20250508
20250520
20250525

이해영

Tracing the thoughts of a LLM

정한교

TabPFNv2

이경선

LLMs Coding Capabilities

이경선

Noise contrastive Estimation of Unnormalized Statistical Models

이지후

OpenAI Safety Hub

정한교

Ontology papers

이관호

Cursor

20250401
20250408
20250415

김초은

Fair AI platform

이해영

Bayesian Low-Rank Adaptation for Large Language Models

정유립

AI Agent: Microsoft and Anthropic

정유립

AI Agent: MCP and A2A

박석훈

ChatGPT for Research and Publication

20250401
20250415
Fairness

정유립

1. Kearns et al. – Preventing Fairness Gerrymandering

이경선

3. Kearns et al. – An Empirical Study of Rich Subgroup Fairness for Machine Learning

신윤섭

2. Gohar and Cheng – A Survey on Intersectional Fairness

정한교

4. Molina and Loiseau – Bounding and Approximating Intersectional Fairness

이해영

5. Foulds et al. – An Intersectional Definition of Fairness

김초은

6. Shui et al. – On Learning Fairness and Accuracy on Multiple Subgroups

이지후

7. Hu et al. – 2024 – A Sequentially Fair Mechanism for Multiple Sensitive AttributesFair AI platform

박세현

8. Tian et al. – Multifair Model Fairness with Multiple Sensitive Attributes

2024-상반기

작성자

admidea

작성일

2025-03-25

조회

183

20240108
2023 NeurIPS

이경선

TabMT: Generating tabular data with masked transformers

이지후

Flat Seeking Bayesian Neural Networks

김초은

Tree of Thoughts: Deliberate Problem Solving with Large Language Models

박찬무

Neural Frailty Machine: Beyond proportional hazard assumption in neural survival regressions

신윤섭

Gaussian Process Probes (GPP) for Uncertainty-Aware Probing

박유하

Rethinking Bias Mitigation: Fairer Architectures Make for Fairer Face Recognition

박진원

Students Parrot Their Teachers: Membership Inference on Model Distillation

박석훈

Feature learning for interpretable , performant decisition treess

정휘창

Causal normalizing flows: from theory to practice

최성식

A Measure-Theoretic Axiomatisation of Causality

정한교

Are Emergent Abilities of Large Language Models a Mirage?

박세현

Sharpness Minimization Algorithms Do Not Only Minimize Sharpness To Achieve Better Generalization

공인성

A U-turn on Double Descent: Rethinking Parameter Counting in Statistical Learning

김건웅

FD-Align: Feature Discrimination Alignment for Fine-tuning Pre-trained Models in Few-Shot Learning

20240119
Fairness

이경선

ICLR 2023 FIFA: Making Fairness More Generalizable in Classifiers Trained on Imbalanced Data

정휘창

ICML 2023 Differential Privacy has Bounded Impact on Fairness in Classification

김초은

Adapting fairness interventions to missing values

박진원

ICML 2023 Approximation Algorithms for Fair Range Clustering

20240120
MiniMax

박유하

minimax_1: Preliminaries ~ General strategy

공인성

minimax_1: Le Cam ~ Assouad

박찬무

minimax_2: Information theory ~ Fano

김건웅

minimax_2: Yang \& Barron ~ Devroye \& Lugosi

박석훈

minimax_3: Extension of Le Cam

정휘창

minimax_3: Extension of Assouad

이지후

minimax_3: Extension of Fano ~ Non finite case

최성식

minimax_4: Rate optimality ~ Examples (M-estimator)

박세현 정한교

minimax_4: Examples (Smooth density estimation) ~ Examples (Functional estimation)

이경선 김초은

minimax_4: Asymptotic efficiency ~ Asymptotic equivalence

세미나 자료

Minimax.zip

20240222
Fairness

김초은

Loss Balancing for Fair Supervised Learning (ICML 2023)

박세현

Last-Layer Fairness Fine-tuning is Simple and Effective for Neural Networks (ICML 2023)

정휘창

Fair Neighbor Embedding (ICML 2023)

정한교

On the Within-Group Fairness of Screening Classifiers (ICML 2023)

박진원

Balanced Fair K-Means Clustering (IEEE 2023)

20240321
Fairness

김초은

Fairness Aware Counterfactuals for Subgroups (NeurIPS 2023)

박세현

FairFed: Enabling Group Fairness in Federated Learning (AAAI 2023)

정휘창

A Fair Generative Model Using LeCam Divergence (AAAI 2023)

이경선

Achieving Counterfactual Fairness for Anomaly Detection PAKDD 2023

이지후

Fair Representation Learning for Recommendation: A Mutual Information Perspective (AAAI 2023)

SimFair: A Unified Framework for Fairness-Aware Multi-Label Classification (AAAI 2023)

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2024-상반기

202401082023 NeurIPS

20240119Fairness

20240120MiniMax

20240222Fairness

20240321Fairness