|
Oral
|
Fri 1:15
|
"What Data Benefits My Classifier?" Enhancing Model Performance and Interpretability through Influence-Based Data Selection
Anshuman Chhabra · Peizhao Li · Prasant Mohapatra · Hongfu Liu
|
|
|
Poster
|
Fri 1:45
|
"What Data Benefits My Classifier?" Enhancing Model Performance and Interpretability through Influence-Based Data Selection
Anshuman Chhabra · Peizhao Li · Prasant Mohapatra · Hongfu Liu
|
|
|
Poster
|
Fri 1:45
|
Adapting and Evaluating Influence-Estimation Methods for Gradient-Boosted Decision Trees
Jonathan Brophy · Zayd Hammoudeh · Daniel Lowd
|
|
|
Poster
|
Thu 1:45
|
IDEAL: Influence-Driven Selective Annotations Empower In-Context Learners in Large Language Models
Shaokun Zhang · Xiaobo Xia · Zhaoqing Wang · Ling-Hao Chen · Jiale Liu · Qingyun Wu · Tongliang Liu
|
|
|
Workshop
|
|
LESS: Selecting Influential Data for Targeted Instruction Tuning
Mengzhou Xia · Sadhika Malladi · Suchin Gururangan · Sanjeev Arora · Danqi Chen
|
|
|
Poster
|
Thu 7:30
|
Unveiling and Manipulating Prompt Influence in Large Language Models
Zijian Feng · Hanzhang Zhou · ZIXIAO ZHU · Junlang Qian · Kezhi Mao
|
|
|
Workshop
|
|
DETECTION OF METEOROLOGICAL VARIABLES IN A WIND FARM INFLUENCING THE EXTREME WIND SPEED BY HETEROGENEOUS GRANGER CAUSALITY
Katerina Schindlerova · Irene Schicker · Kejsi Hoxhallari · Claudia Plant
|
|
|
Poster
|
Tue 1:45
|
Pushing Boundaries: Mixup's Influence on Neural Collapse
Quinn Fisher · Haoming Meng · Vardan Papyan
|
|
|
Poster
|
Wed 1:45
|
DataInf: Efficiently Estimating Data Influence in LoRA-tuned LLMs and Diffusion Models
Yongchan Kwon · Eric Wu · Kevin Wu · James Y Zou
|
|
|
Poster
|
Thu 7:30
|
Influencer Backdoor Attack on Semantic Segmentation
Haoheng Lan · Jindong Gu · Philip Torr · Hengshuang Zhao
|
|
|
Workshop
|
|
Pre-training Concept Frequency is predictive of CLIP Zero-shot Performance
Vishaal Udandarao · Ameya Prabhu · Philip Torr · Adel Bibi · Samuel Albanie · Matthias Bethge
|
|
|
Workshop
|
|
AI Alignment with Changing and Influenceable Reward Functions
Micah Carroll · Davis Foote · Anand Siththaranjan · Stuart Russell · Anca Dragan
|
|
