vix.ing · top · new · best · stats · spec

Zappella, Giovanni

  1. Online Clustering of Bandits
    2014/01/31 by Gentile, Claudio, Li, Shuai, Zappella, Giovanni · 9 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  2. SWE-PolyBench: A multi-language benchmark for repository level evaluation of coding agents
    2025/04/11 by Rashid, Muhammad Shihab, Bock, Christian, Zhuang, Yuan +10 · 25 citations
    #FOS: Computer and information sciences #Software Engineering (cs.SE)
  3. Active Learning on Trees and Graphs
    2013/01/22 by Nicolò Cesa‐Bianchi, Cesa-Bianchi, Nicolo, Claudio Gentile +5 · 5 citations
    Computer Science · #Machine Learning and Algorithms #Optimization and Search Problems #Complexity and Algorithms in Graphs
  4. A Gang of Bandits
    2013/06/04 by Cesa-Bianchi, Nicolò, Gentile, Claudio, Zappella, Giovanni · 3 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Social and Information Networks (cs.SI)
  5. Linear Bandits with Stochastic Delayed Feedback
    2018/07/05 by Vernade, Claire, Carpentier, Alexandra, Lattimore, Tor +3 · 3 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  6. Continual Learning with Low Rank Adaptation
    2023/11/29 by Wistuba, Martin, Sivaprasad, Prabhu Teja, Balles, Lukas +1 · 6 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  7. Memory Efficient Continual Learning with Transformers
    2022/03/09 by Beyza Ermiş, Giovanni Zappella, Ermis, Beyza +5 · 4 citations
    Computer Science · Medicine · #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using AI #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (stat.ML) #Multimodal Machine Learning Applications
  8. Cost-Effective Hallucination Detection for LLMs
    2024/07/31 by Simon Valentin, Jinmiao Fu, Valentin, Simon +9 · 8 citations
    Medicine · Neuroscience · #Epilepsy research and treatment #Hallucinations in medical conditions #Functional Brain Connectivity Studies
  9. On Context-Dependent Clustering of Bandits
    2016/08/06 by Gentile, Claudio, Li, Shuai, Kar, Purushottam +3 · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  10. Random Spanning Trees and the Prediction of Weighted Graphs
    2012/12/21 by Cesa-Bianchi, Nicolo', Gentile, Claudio, Vitale, Fabio +1 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  11. Learning to Rank in the Position Based Model with Bandit Feedback
    2020/04/27 by Ermis, Beyza, Ernst, Patrick, Stein, Yannik +1 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  12. CoRet: Improved Retriever for Code Editing
    2025/05/30 by Fabio James Fehr, Fehr, Fabio, Prabhu Teja Sivaprasad +5 · 3 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
  13. Gradient-Matching Coresets for Rehearsal-Based Continual Learning
    2022/03/28 by Lukas Balles, Balles, Lukas, Giovanni Zappella +3 · 1 citation
    Computer Science · Earth and Planetary Sciences · Engineering · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Geophysical Methods and Applications #Machine Learning (cs.LG) #Seismic Imaging and Inversion Techniques
  14. PASHA: Efficient HPO and NAS with Progressive Resource Allocation
    2022/07/14 by Bohdal, Ondrej, Balles, Lukas, Wistuba, Martin +3 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  15. Choice of PEFT Technique in Continual Learning: Prompt Tuning is Not All You Need
    2024/06/05 by Martin Wistuba, Prabhu Teja Sivaprasad, Wistuba, Martin +5 · 1 citation
    Social Sciences · #Innovative Teaching Methods
  16. Hyperband-based Bayesian Optimization for Black-box Prompt Selection
    2024/12/10 by Lennart Schneider, Schneider, Lennart, Martin Wistuba +9 · 1 citation
    Computer Science · Engineering · #VLSI and Analog Circuit Testing #Blind Source Separation Techniques #Advanced Wireless Communication Techniques