Ali Taylan Cemgil

1. Scalable watermarking for identifying large language model outputs
   2024/10/23 by Sumanth Dathathri, Abigail See, Sumedh Ghaisas +21 · 1 voice · 80 citations
   Computer Science · #Advanced Malware Detection Techniques #Topic Modeling #Internet Traffic Analysis and Secure E-voting
2. Mitigating LLM Hallucinations via Conformal Abstention
   2024/04/04 by Yasin Abbasi Yadkori, Ilja Kuzborskij, Yadkori, Yasin Abbasi +21 · 12 citations
   Mathematics · Neuroscience · Physics and Astronomy · #Artificial Intelligence (cs.AI) #Benford’s Law and Fraud Detection #Computation and Language (cs.CL) #FOS: Computer and information sciences #Hallucinations in medical conditions #Machine Learning (cs.LG) #Quantum Mechanics and Applications
3. Differentially Private Dropout
   2017/11/30 by Beyza Ermiş, Beyza Ermis, Ali Taylan Cemgil +2 · 1 voice · 1 citation
   Computer Science · Mathematics · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #cs.LG #stat.ML
4. Conformal prediction under ambiguous ground truth
   2023/07/18 by David Stutz, Abhijit Guha Roy, Stutz, David +9 · 5 citations
   Computer Science · Mathematics · Decision Sciences · #Gaussian Processes and Bayesian Inference #Statistical Methods and Inference #Probabilistic and Robust Engineering Design
5. Transformers Meet Directed Graphs
   2023/01/31 by Simon Geisler, Geisler, Simon, Yujia Li +9 · 4 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Genomics and Chromatin Dynamics #Advanced Image and Video Retrieval Techniques #Music and Audio Processing
6. A Bayesian Tensor Factorization Model via Variational Inference for Link Prediction
   2014/09/29 by Beyza Ermiş, Ermis, Beyza, Ali Taylan Cemgil +1 · 2 citations
   Mathematics · Medicine · Computer Science · #Tensor decomposition and applications #Advanced Neuroimaging Techniques and Applications #Anomaly Detection Techniques and Applications