Selectivity Drives Productivity: Efficient Dataset Pruning for Enhanced Transfer Learning
Paper
•
2310.08782
•
Published
Mingyi Hong
poborskypaul
AI & ML interests
None yet
Recent Activity
authored
a paper
about 2 months ago
Selectivity Drives Productivity: Efficient Dataset Pruning for Enhanced
Transfer Learning
authored
a paper
about 2 months ago
Revisiting Zeroth-Order Optimization for Memory-Efficient LLM
Fine-Tuning: A Benchmark
authored
a paper
about 2 months ago
How to Robustify Black-Box ML Models? A Zeroth-Order Optimization
Perspective
Organizations
None yet
authored
7
papers
about 2 months ago
Revisiting Zeroth-Order Optimization for Memory-Efficient LLM Fine-Tuning: A Benchmark
Paper
•
2402.11592
•
Published
•
2
How to Robustify Black-Box ML Models? A Zeroth-Order Optimization Perspective
Paper
•
2203.14195
•
Published
Advancing Model Pruning via Bi-level Optimization
Paper
•
2210.04092
•
Published
•
1
Defensive Unlearning with Adversarial Training for Robust Concept Erasure in Diffusion Models
Paper
•
2405.15234
•
Published
•
1
Learning Explainable Dense Reward Shapes via Bayesian Optimization
Paper
•
2504.16272
•
Published
•
5
Reinforcing Multi-Turn Reasoning in LLM Agents via Turn-Level Credit Assignment
Paper
•
2505.11821
•
Published
•
14
authored
a
paper
2 months ago