Rasul Tutunov - RankMe

38 papers A* 5A 3C 1Journal 25Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Decoding as Optimisation on the Probability Simplex: From Top-K to Top-P (Nucleus) to Best-of-K Samplers. CoRR Xiaotong Ji, Rasul Tutunov, Matthieu Zimmer, Haitham Bou-Ammar
2026	J	`jnl`	Scalable Power Sampling: Unlocking Efficient, Training-Free Reasoning for LLMs via Distribution Sharpening. CoRR Xiaotong Ji, Rasul Tutunov, Matthieu Zimmer, Haitham Bou-Ammar
2026	J	`jnl`	The Y-Combinator for LLMs: Solving Long-Context Rot with λ-Calculus. CoRR Amartya Roy, Rasul Tutunov, Xiaotong Ji, Matthieu Zimmer, Haitham Bou-Ammar
2025	J	`jnl`	Bourbaki: Self-Generated and Goal-Conditioned MDPs for Theorem Proving. CoRR Matthieu Zimmer, Xiaotong Ji, Rasul Tutunov, Anthony Bordg, Jun Wang, Haitham Bou-Ammar
2025	J	`jnl`	Many of Your DPOs are Secretly One: Attempting Unification Through Mutual Information. CoRR Rasul Tutunov, Antoine Grosnit, Haitham Bou-Ammar
2025	J	`jnl`	Model-Based and Sample-Efficient AI-Assisted Math Discovery in Sphere Packing. CoRR Rasul Tutunov, Alexandre Maraval, Antoine Grosnit, Xihan Li, Jun Wang, Haitham Bou-Ammar
2023	A*	`conf`	Lightweight Structural Choices Operator for Technology Mapping. DAC Antoine Grosnit, Matthieu Zimmer, Rasul Tutunov, Xing Li, Lei Chen, Fan Yang, Mingxuan Yuan, Haitham Bou-Ammar
2023	A*	`conf`	Online PCA in Converging Self-consistent Field Equations. NeurIPS Xihan Li, Xiang Chen, Rasul Tutunov, Haitham Bou-Ammar, Lei Wang, Jun Wang
2023	J	`jnl`	Why Can Large Language Models Generate Correct Chain-of-Thoughts? CoRR Rasul Tutunov, Antoine Grosnit, Juliusz Ziomek, Jun Wang, Haitham Bou-Ammar
2022	J	`jnl`	AntBO: Towards Real-World Automated Antibody Design with Combinatorial Bayesian Optimisation. CoRR Mohammad Asif Khan, Alexander I. Cowen-Rivers, Derrick-Goh-Xin Deik, Antoine Grosnit, Kamil Dreczkowski, Philippe A. Robert, Victor Greiff, Rasul Tutunov, Dany Bou-Ammar, Jun Wang, Haitham Bou-Ammar
2022	A	`conf`	BOiLS: Bayesian Optimisation for Logic Synthesis. DATE Antoine Grosnit, Cédric Malherbe, Rasul Tutunov, Xingchen Wan, Jun Wang, Haitham Bou-Ammar
2022	J	`jnl`	HEBO: An Empirical Study of Assumptions in Bayesian Optimisation. J. Artif. Intell. Res. Alexander I. Cowen-Rivers, Wenlong Lyu, Rasul Tutunov, Zhi Wang, Antoine Grosnit, Ryan-Rhys Griffiths, Alexandre Max Maraval, Jianye Hao, Jun Wang, Jan Peters, Haitham Bou-Ammar
2022	A*	`conf`	Optimistic Tree Searches for Combinatorial Black-Box Optimization. NeurIPS Cédric Malherbe, Antoine Grosnit, Rasul Tutunov, Haitham Bou-Ammar, Jun Wang
2022	J	`jnl`	Sample-Efficient Optimisation with Probabilistic Transformer Surrogates. CoRR Alexandre Maraval, Matthieu Zimmer, Antoine Grosnit, Rasul Tutunov, Jun Wang, Haitham Bou-Ammar
2022	J	`jnl`	Self-consistent Gradient-like Eigen Decomposition in Solving Schrödinger Equations. CoRR Xihan Li, Xiang Chen, Rasul Tutunov, Haitham Bou-Ammar, Lei Wang, Jun Wang
2021	J	`jnl`	Are We Forgetting about Compositional Optimisers in Bayesian Optimisation? J. Mach. Learn. Res. Antoine Grosnit, Alexander I. Cowen-Rivers, Rasul Tutunov, Ryan-Rhys Griffiths, Jun Wang, Haitham Bou-Ammar
2021	J	`jnl`	BOiLS: Bayesian Optimisation for Logic Synthesis. CoRR Antoine Grosnit, Cédric Malherbe, Rasul Tutunov, Xingchen Wan, Jun Wang, Haitham Bou-Ammar
2021	J	`jnl`	Efficient Semi-Implicit Variational Inference. CoRR Vincent Moens, Hang Ren, Alexandre Maraval, Rasul Tutunov, Jun Wang, Haitham Ammar
2021	J	`jnl`	High-Dimensional Bayesian Optimisation with Variational Autoencoders and Deep Metric Learning. CoRR Antoine Grosnit, Rasul Tutunov, Alexandre Max Maraval, Ryan-Rhys Griffiths, Alexander I. Cowen-Rivers, Lin Yang, Lin Zhu, Wenlong Lyu, Zhitang Chen, Jun Wang, Jan Peters, Haitham Bou-Ammar
2020	J	`jnl`	Are we Forgetting about Compositional Optimisers in Bayesian Optimisation? CoRR Antoine Grosnit, Alexander I. Cowen-Rivers, Rasul Tutunov, Ryan-Rhys Griffiths, Jun Wang, Haitham Bou-Ammar
2020	J	`jnl`	Compositional ADAM: An Adaptive Compositional Solver. CoRR Rasul Tutunov, Minne Li, Jun Wang, Haitham Bou-Ammar
2020	A	`conf`	Derivative-Free & Order-Robust Optimisation. AISTATS Haitham Ammar, Victor Gabillon, Rasul Tutunov, Michal Valko
2020	J	`jnl`	HEBO: Heteroscedastic Evolutionary Bayesian Optimisation. CoRR Alexander I. Cowen-Rivers, Wenlong Lyu, Zhi Wang, Rasul Tutunov, Jianye Hao, Jun Wang, Haitham Bou-Ammar
2020	A	`conf`	αα-Rank: Practically Scaling α-Rank through Stochastic Optimisation. AAMAS Yaodong Yang, Rasul Tutunov, Phu Sakulwongtana, Haitham Bou-Ammar
2019	J	`jnl`	Derivative-Free & Order-Robust Optimisation. CoRR Victor Gabillon, Rasul Tutunov, Michal Valko, Haitham Bou-Ammar
2019	J	`jnl`	Distributed Newton Method for Large-Scale Consensus Optimization. IEEE Trans. Autom. Control. Rasul Tutunov, Haitham Bou-Ammar, Ali Jadbabaie
2018	A*	`conf`	Distributed Multitask Reinforcement Learning with Quadratic Convergence. NeurIPS Rasul Tutunov, Dongho Kim, Haitham Bou-Ammar
2018	J	`jnl`	Model-Based Stabilisation of Deep Reinforcement Learning. CoRR Felix Leibfried, Rasul Tutunov, Peter Vrancx, Haitham Bou-Ammar
2017	—	`conf`	Distributed lifelong reinforcement learning with sub-linear regret. CDC Rasul Tutunov, Julia El Zini, Haitham Bou-Ammar, Ali Jadbabaie
2016	J	`jnl`	A Distributed Newton Method for Large Scale Consensus Optimization. CoRR Rasul Tutunov, Haitham Bou-Ammar, Ali Jadbabaie
2016	—	`conf`	An exact distributed newton method for reinforcement learning. CDC Rasul Tutunov, Haitham Bou-Ammar, Ali Jadbabaie
2015	J	`jnl`	A Fast Distributed Solver for Symmetric Diagonally Dominant Linear Equations. CoRR Rasul Tutunov, Haitham Bou-Ammar, Ali Jadbabaie
2015	—	`conf`	Fast, accurate second order methods for network optimization. CDC Rasul Tutunov, Haitham Bou-Ammar, Ali Jadbabaie
2015	A*	`conf`	Safe Policy Search for Lifelong Reinforcement Learning with Sublinear Regret. ICML Haitham Bou-Ammar, Rasul Tutunov, Eric Eaton
2015	J	`jnl`	Safe Policy Search for Lifelong Reinforcement Learning with Sublinear Regret. CoRR Haitham Bou-Ammar, Rasul Tutunov, Eric Eaton
2014	—	`conf`	On convergence rate of Accelerated Dual Descent Algorithm. CDC Rasul Tutunov, Michael Zargham, Ali Jadbabaie
2014	J	`jnl`	On the Degree Distribution of Pólya Urn Graph Processes. CoRR Rasul Tutunov, Haitham Bou-Ammar, Ali Jadbabaie, Eric Eaton
2013	C	`conf`	Identifiability of links and nodes in multi-agent systems under the agreement protocol. ACC Mohammad Amin Rahimian, Amir Ajorlou, Rasul Tutunov, Amir G. Aghdam