Seung‐Yeon Kim

1. Relaxed Recursive Transformers: Effective Parameter Sharing with Layer-wise LoRA
   2024/10/28 by Sangmin Bae, Bae, Sangmin, Adam Fisch +10 · 2 voices · 17 citations
   Engineering · Computer Science · #cs.CL #cs.LG
2. Evaluations and Methods for Explanation through Robustness Analysis
   2020/05/31 by Cheng-Yu Hsieh, Hsieh, Cheng-Yu, Chih‐Kuan Yeh +11 · 8 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
3. On the Reproducibility of Neural Network Predictions
   2021/02/05 by Srinadh Bhojanapalli, Kimberly Wilber, Michael J. Wilber +14 · 1 voice · 3 citations
   Computer Science · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Neural Networks and Applications #cs.LG
4. Faster Cascades via Speculative Decoding
   2024/05/29 by Harikrishna Narasimhan, Wittawat Jitkrittum, Narasimhan, Harikrishna +11 · 10 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
5. Why distillation helps: a statistical perspective
   2020/05/21 by Aditya Krishna Menon, Menon, Aditya Krishna, Ankit Singh Rawat +7 · 6 citations
   Computer Science · Engineering · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification #Process Optimization and Integration