Zhang, Michael R.

1. Lookahead Optimizer: k steps forward, 1 step back
   2019/07/19 by Michael R. Zhang, Zhang, Michael R., James Lucas +5 · 22 citations
   Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE) #Stochastic Gradient Optimization Techniques
2. Using Large Language Models for Hyperparameter Optimization
   2023/12/07 by Michael R. Zhang, Zhang, Michael R., Nishkrit Desai +7 · 10 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Natural Language Processing Techniques #Topic Modeling
3. Boosted Prompt Ensembles for Large Language Models
   2023/04/12 by Silviu Pitis, Michael R. Zhang, Pitis, Silviu +5 · 4 citations
   Computer Science · Decision Sciences · #Topic Modeling #Natural Language Processing Techniques #Data Quality and Management
4. Fast Exact Unlearning for In-Context Learning Data for LLMs
   2024/02/01 by Muresanu, Andrei I., Thudi, Anvith, Zhang, Michael R. +1 · 5 citations
   #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. Multi-Rate VAE: Train Once, Get the Full Rate-Distortion Curve
   2022/12/07 by Bae, Juhan, Zhang, Michael R., Ruan, Michael +4 · 2 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
6. Autoregressive Dynamics Models for Offline Policy Evaluation and Optimization
   2021/04/28 by Zhang, Michael R., Paine, Tom Le, Nachum, Ofir +4 · 1 citation
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
7. Analyzing Monotonic Linear Interpolation in Neural Network Loss Landscapes
   2021/04/22 by James Lucas, Juhan Bae, Lucas, James +9 · 1 citation
   Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Stochastic Gradient Optimization Techniques
8. Report Cards: Qualitative Evaluation of Language Models Using Natural Language Summaries
   2024/09/01 by Blair Yang, Yang, Blair, Fuyang Cui +11 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling