data transformation

11 papers

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convex optimization (1320) large language model (12755) representation learning (6174) direct preference optimization (317) preference alignment (142) language model alignment (142) llm evaluation (138) machine unlearning (270) loss landscape (149) signal processing (185)

Papers

Generative AI-Driven Data Transformation for Enhanced Machine Learning Performance (Student Abstract) AAAI 2026

Enhancing Implicit Neural Representations via Symmetric Power Transformation AAAI 2025

Beyond Online Sampling: Bridging Offline-to-Online Alignment via Dynamic Data Transformation for LLMs EMNLP 2025

Towards Robust Evaluation of Unlearning in LLMs via Data Transformations EMNLP 2024

In Search of a Data Transformation That Accelerates Neural Field Training CVPR 2024

Learning Symmetric Embeddings for Equivariant World Models ICML 2022

Understanding the Generalization Benefit of Model Invariance from a Data Perspective NIPS 2021

Zeph: Cryptographic Enforcement of End-to-End Data Privacy OSDI 2021

ConvexVST: A Convex Optimization Approach to Variance-stabilizing Transformation ICML 2021

Optimized Pre-Processing for Discrimination Prevention NIPS 2017

Kernel Maximum Entropy Data Transformation and an Enhanced Spectral Clustering Algorithm NIPS 2006