Manolis Zampetakis

1. Tree of Attacks: Jailbreaking Black-Box LLMs Automatically
   2023/12/04 by Anay Mehrotra, Mehrotra, Anay, Manolis Zampetakis +11 · 106 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling
2. Deterministic Nonsmooth Nonconvex Optimization
   2023/02/16 by Michael I. Jordan, Guy Kornowski, Jordan, Michael I. +7 · 5 citations
   Computer Science · #Stochastic Gradient Optimization Techniques #Advanced Neural Network Applications #Machine Learning and ELM
3. Ten Steps of EM Suffice for Mixtures of Two Gaussians
   2016/09/01 by Constantinos Daskalakis, Christos Tzamos, Daskalakis, Constantinos +3 · 3 citations
   Computer Science · Mathematics · #Bayesian Methods and Mixture Models #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Statistical Methods and Bayesian Inference #Statistical Methods and Inference #Statistics Theory (math.ST)
4. Computationally and Statistically Efficient Truncated Regression
   2020/10/22 by Constantinos Daskalakis, Themis Gouleakis, Daskalakis, Constantinos +5 · 4 citations
   Computer Science · #Stochastic Gradient Optimization Techniques #Neural Networks and Applications #Machine Learning and ELM
5. Optimal Approximation -- Smoothness Tradeoffs for Soft-Max Functions
   2020/10/22 by Alessandro Epasto, Mohammad Mahdian, Epasto, Alessandro +5 · 3 citations
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Complexity and Algorithms in Graphs #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Stochastic Gradient Optimization Techniques
6. The Computational Complexity of Multi-player Concave Games and Kakutani Fixed Points
   2022/07/15 by Christos H. Papadimitriou, Papadimitriou, Christos H., Emmanouil-Vasileios Vlatakis-Gkaragkounis +3 · 3 citations
   Decision Sciences · Economics, Econometrics and Finance · #Computational Complexity (cs.CC) #Computer Science and Game Theory (cs.GT) #Economic theories and models #FOS: Computer and information sciences #FOS: Mathematics #Game Theory and Applications #Game Theory and Voting Systems #General Topology (math.GN) #Optimization and Control (math.OC)
7. Efficient Truncated Linear Regression with Unknown Noise Variance
   2022/08/25 by Constantinos Daskalakis, Patroklos Stefanou, Daskalakis, Constantinos +5 · 2 citations
   Computer Science · #Face and Expression Recognition #Machine Learning and ELM #Gaussian Processes and Bayesian Inference
8. On the Complexity of Modulo-q Arguments and the Chevalley-Warning Theorem
   2019/12/10 by Mika Göös, Göös, Mika, Pritish Kamath +5 · 1 citation
   Computer Science · Decision Sciences · Engineering · #Computational Complexity (cs.CC) #FOS: Computer and information sciences #Information and Cyber Security #Military Defense Systems Analysis #Risk and Safety Analysis
9. A Statistical Taylor Theorem and Extrapolation of Truncated Densities
   2021/06/30 by Constantinos Daskalakis, Vasilis Kontonis, Daskalakis, Constantinos +5 · 1 citation
   Computer Science · Mathematics · #Bayesian Methods and Mixture Models #FOS: Mathematics #Markov Chains and Monte Carlo Methods #Probability (math.PR) #Statistical Methods and Inference #Statistics Theory (math.ST)
10. Imperfect-Recall Games: Equilibrium Concepts and Their Complexity
    2024/06/23 by Emanuel Tewolde, Brian Hu Zhang, Tewolde, Emanuel +11 · 2 citations
    Decision Sciences · Economics, Econometrics and Finance · #Game Theory and Applications #Game Theory and Voting Systems #Economic theories and models
11. A Converse to Banach's Fixed Point Theorem and its CLS Completeness
    2017/02/23 by Constantinos Daskalakis, Christos Tzamos, Daskalakis, Constantinos +3 · 1 citation
    Computer Science · Mathematics · #Complexity and Algorithms in Graphs #Advanced Optimization Algorithms Research #Advanced Graph Theory Research
12. A Topological Characterization of Modulo-p Arguments and Implications for Necklace Splitting
    2020/03/26 by Aris Filos-Ratsikas, Filos-Ratsikas, Aris, Alexandros Hollender +5 · 1 citation
    Computer Science · Mathematics · #Advanced Graph Theory Research #Advanced Topology and Set Theory #Computational Complexity (cs.CC) #Computational Geometry (cs.CG) #Discrete Mathematics (cs.DM) #FOS: Computer and information sciences #Logic, Reasoning, and Knowledge
13. The Computational Complexity of Finding Stationary Points in Non-Convex Optimization
    2023/10/13 by Alexandros Hollender, Hollender, Alexandros, Manolis Zampetakis +1 · 1 citation
    Computer Science · Engineering · #Complexity and Algorithms in Graphs #Computational Complexity (cs.CC) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
14. Efficient Statistics With Unknown Truncation, Polynomial Time Algorithms, Beyond Gaussians
    2024/10/02 by Jane H. Lee, Anay Mehrotra, Lee, Jane H. +3 · 1 citation
    Computer Science · Engineering · #Computation (stat.CO) #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Mathematics #Fault Detection and Control Systems #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications #Statistics Theory (math.ST)