Izzeddin Gur
- Inference-Aware Fine-Tuning for Best-of-N Sampling in Large Language Models
2024/12/18 by Yinlam Chow, Chow, Yinlam, Guy Tennenholtz +18 · 7 voices · 41 citations
Computer Science · #Artificial intelligence #Computer science #Fine-tuning #Inference #Language model #Natural Language Processing Techniques #Natural language processing #Particle physics #Physics #Sampling (signal processing) #Telecommunications #Topic Modeling
- Scaling Exponents Across Parameterizations and Optimizers
2024/07/08 by Katie Everett, Lechao Xiao, Everett, Katie +21 · 2 voices · 27 citations
Computer Science · Mathematics · #Advanced Multi-Objective Optimization Algorithms #Computer science #Econometrics #Geometry #Mathematics #Physics #Scaling #Statistical physics #cs.LG
- Learning to Navigate the Web
2018/12/21 by Izzeddin Gur, İzzeddin Gür, Ulrich Rueckert +7 · 1 voice · 5 citations
Computer Science · Mathematics · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics #cs.CL #cs.LG #stat.ML
- User Modeling for Task Oriented Dialogues
2018/11/11 by Izzeddin Gur, İzzeddin Gür, Dilek Hakkani-Tur +8 · 9 citations
Computer Science · #Intelligent Tutoring Systems and Adaptive Learning #Speech and dialogue systems #Topic Modeling #cs.AI #cs.CL #cs.LG
- Assessing Post-Disaster Damage from Satellite Imagery using Semi-Supervised Learning Techniques
2020/11/24 by Jihyeon Lee, Joseph Z. Xu, Lee, Jihyeon +18 · 4 citations
Computer Science · Engineering · Medicine · #Anomaly Detection Techniques and Applications #Data-Driven Disease Surveillance #Remote-Sensing Image Classification #cs.CV #cs.LG #eess.IV
- Environment Generation for Zero-Shot Compositional Reinforcement Learning
2022/01/21 by İzzeddin Gür, Izzeddin Gur, Natasha Jaques +13 · 2 citations
Computer Science · Engineering · #Advanced X-ray and CT Imaging #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #ICT in Developing Communities #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling #cs.AI #cs.LG
- Multi-Agent Reinforcement Learning for Microprocessor Design Space Exploration
2022/11/29 by Srivatsan Krishnan, Natasha Jaques, Krishnan, Srivatsan +12 · 1 voice · 1 citation
Computer Science · Engineering · #Advancements in Semiconductor Devices and Circuit Design #Ferroelectric and Negative Capacitance Devices #VLSI and FPGA Design Techniques #cs.AI #cs.AR #cs.LG #cs.MA
- Adversarial Environment Generation for Learning to Navigate the Web
2021/03/02 by Izzeddin Gur, İzzeddin Gür, Natasha Jaques +11 · 1 citation
Computer Science · Medicine · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Influenza Virus Research Studies #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Multimodal Machine Learning Applications #Topic Modeling #cs.AI #cs.LG #cs.MA