Ilnura Usmanova

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All published works

Action	Title	Year	Authors
+	Constrained Policy Optimization via Bayesian World Models	2022	Yarden As Ilnura Usmanova Sebastian Curi Andreas Krause
+	Log Barriers for Safe Black-box Optimization with Application to Safe Reinforcement Learning	2022	Ilnura Usmanova Yarden As Maryam Kamgarpour Andreas Krause
+	Fast Projection Onto Convex Smooth Constraints	2021	Ilnura Usmanova Maryam Kamgarpour Andreas Krause Kfir Y. Levy
+	Fast Projection Onto Convex Smooth Constraints	2021	Ilnura Usmanova Maryam Kamgarpour Andreas Krause Kfir Y. Levy
+	Risk-averse Heteroscedastic Bayesian Optimization	2021	Anastasiia Makarova Ilnura Usmanova Ilija Bogunovic Andreas Krause
+	Fast Projection Onto Convex Smooth Constraints	2021	Ilnura Usmanova Maryam Kamgarpour Andreas Krause Kfir Y. Levy
+	Log Barriers for Safe Non-convex Black-box Optimization	2019	Ilnura Usmanova Andreas Krause Maryam Kamgarpour
+	Safe Convex Learning under Uncertain Constraints	2019	Ilnura Usmanova Andreas Krause Maryam Kamgarpour
+	Safe Convex Learning under Uncertain Constraints	2019	Ilnura Usmanova Andreas Krause Maryam Kamgarpour
+	Safe non-smooth black-box optimization with application to policy search	2019	Ilnura Usmanova Andreas Krause Maryam Kamgarpour
+	Log Barriers for Safe Non-convex Black-box Optimization	2019	Ilnura Usmanova Andreas Krause Maryam Kamgarpour
+	Safe Convex Learning under Uncertain Constraints	2019	Ilnura Usmanova Andreas Krause Maryam Kamgarpour
+	Nonlinear stochastic multiarmed bandit problems with inexact oracle	2015	Alexander Gasnikov Ekaterina Krymova Anastasia Lagunovskaya Ilnura Usmanova Fedor Fedorenko
+	About accelerated randomized methods	2015	Alexander Gasnikov Pavel Dvurechensky Ilnura Usmanova
+	About accelerated randomized methods	2015	Alexander Gasnikov Pavel Dvurechensky Ilnura Usmanova
+	Nonlinear stochastic multiarmed bandit problems with inexact oracle	2015	Alexander Gasnikov Ekaterina Krymova Anastasia Lagunovskaya Ilnura Usmanova Fedor Fedorenko
+	Gradient-free prox-methods with inexact oracle for stochastic convex optimization problems on a simplex	2014	Alexander Gasnikov Anastasia Lagunovskaya Ilnura Usmanova Fedor Fedorenko

Common Coauthors

Coauthor	Papers Together
Andreas Krause	12
Maryam Kamgarpour	10
Alexander Gasnikov	5
Anastasia Lagunovskaya	3
Kfir Y. Levy	3
Fedor Fedorenko	3
Yarden As	2
Ekaterina Krymova	2
Pavel Dvurechensky	2
Anastasiia Makarova	1
Ilija Bogunovic	1
Sebastian Curi	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	Primal-dual subgradient methods for convex problems	2007	Yurii Nesterov	3
+ PDF Chat	Optimal Rates for Zero-Order Convex Optimization: The Power of Two Function Evaluations	2015	John C. Duchi Michael I. Jordan Martin J. Wainwright Andre Wibisono	3
+	Zeroth-order (Non)-Convex Stochastic Optimization via Conditional Gradient and Gradient Updates	2018	Krishnakumar Balasubramanian Saeed Ghadimi	2
+	Conditional Gradient Sliding for Convex Optimization	2016	Guanghui Lan Yi Zhou	2
+	Bayesian Optimization with Safety Constraints: Safe and Automatic Parameter Tuning in Robotics	2016	Felix Berkenkamp Andreas Krause Angela P. Schoellig	2
+ PDF Chat	Information-Theoretic Lower Bounds on the Oracle Complexity of Stochastic Convex Optimization	2012	Alekh Agarwal Peter L. Bartlett Pradeep Ravikumar Martin J. Wainwright	2
+ PDF Chat	Coordinate descent algorithms	2015	Stephen J. Wright	2
+ PDF Chat	Stochastic First- and Zeroth-Order Methods for Nonconvex Stochastic Programming	2013	Saeed Ghadimi Guanghui Lan	2
+	Linear Coupling: An Ultimate Unification of Gradient and Mirror Descent	2014	Zeyuan Allen-Zhu Lorenzo Orecchia	2
+	Lectures on Modern Convex Optimization	2001	Aharon Ben‐Tal Arkadi Nemirovski	2
+	The Complexity of Large-scale Convex Programming under a Linear Optimization Oracle	2013	Guanghui Lan	2
+	A feasible SQP-GS algorithm for nonconvex, nonsmooth constrained optimization	2013	Chunming Tang Shuai Liu Jinbao Jian Jianling Li	2
+	Safe Convex Learning under Uncertain Constraints	2019	Ilnura Usmanova Andreas Krause Maryam Kamgarpour	2
+	Robust solutions of uncertain linear programs	1999	Aharon Ben‐Tal Arkadi Nemirovski	1
+	Robust solutions of Linear Programming problems contaminated with uncertain data	2000	Aharon Ben‐Tal Arkadi Nemirovski	1
+	Gradient methods for minimizing composite functions	2012	Yu. Nesterov	1
+	Learning the kernel matrix in discriminant analysis via quadratically constrained quadratic programming	2007	Jieping Ye Shuiwang Ji Jianhui Chen	1
+	Accuracy Certificates for Computational Problems with Convex Structure	2009	Arkadi Nemirovski Shmuel Onn Uriel G. Rothblum	1
+ PDF Chat	New analysis and results for the Frank–Wolfe method	2014	Robert M. Freund Paul Grigas	1
+ PDF Chat	Fast Alternating Direction Optimization Methods	2014	Tom Goldstein Brendan O’Donoghue Simon Setzer Richard G. Baraniuk	1
+ PDF Chat	Robust Solutions to Uncertain Semidefinite Programs	1998	Laurent El Ghaoui François Oustry Hervé Lebret	1
+	Robust Convex Optimization	1998	Aharon Ben‐Tal Arkadi Nemirovski	1
+ PDF Chat	On the complexity of finding first-order critical points in constrained nonlinear optimization	2012	Coralia Cartis Nicholas I. M. Gould Philippe L. Toint	1
+ PDF Chat	Mini-Batch Semi-Stochastic Gradient Descent in the Proximal Setting	2015	Jakub Konečný Jie Liu Peter Richtárik Martin Takáč	1
+ PDF Chat	On the linear convergence of the alternating direction method of multipliers	2016	Mingyi Hong Zhi‐Quan Luo	1
+	A feasible descent SQP algorithm for general constrained optimization without strict complementarity	2004	Jinbao Jian Chunming Tang Qingjie Hu Haiyan Zheng	1
+	Optimizing Costly Functions with Simple Constraints: A Limited-Memory Projected Quasi-Newton Algorithm	2009	Mark Schmidt E. van den Berg Michael P. Friedlander Kevin P. Murphy	1
+ PDF Chat	Accelerated proximal stochastic dual coordinate ascent for regularized loss minimization	2014	Shai Shalev‐Shwartz Tong Zhang	1
+ PDF Chat	Interior-point methods for optimization	2008	Arkadi Nemirovski Michael J. Todd	1
+	Fast algorithms for approximate semidefinite programming using the multiplicative weights update method	2005	Sanjeev Arora Elad Hazan S. Kale	1
+ PDF Chat	Theory and Applications of Robust Optimization	2011	Dimitris Bertsimas David B. Brown Constantine Caramanis	1
+	Random Gradient-Free Minimization of Convex Functions	2015	Yurii Nesterov Vladimir Spokoiny	1
+ PDF Chat	Smooth minimization of non-smooth functions	2004	Yu. Nesterov	1
+	Convex Optimization	2004	Stephen Boyd Lieven Vandenberghe	1
+	Evaluation Complexity for Nonlinear Constrained Optimization Using Unscaled KKT Conditions and High-Order Models	2016	E. G. Birgin John Lenon Cardoso Gardenghi J. M. Martı́nez Sandra A. Santos Philippe L. Toint	1
+ PDF Chat	Introduction to Online Convex Optimization	2016	Elad Hazan	1
+	Adaptive Consensus ADMM for Distributed Optimization	2017	Zheng Xu Gavin Taylor Hao Li Mário A. T. Figueiredo Xiaoming Yuan Tom Goldstein	1
+	A polynomial time log barrier method for problems with nonconvex constraints.	2018	Oliver Hinder Yinyu Ye	1
+	Global Convergence of Policy Gradient Methods for the Linear Quadratic Regulator	2018	Maryam Fazel Rong Ge Sham M. Kakade Mehran Mesbahi	1
+	Algorithms and software for projections onto intersections of convex and non-convex sets with applications to inverse problems.	2019	Bas Peters Felix J. Herrmann	1
+	Worst-case iteration bounds for log barrier methods on problems with nonconvex constraints	2018	Oliver Hinder Yinyu Ye	1
+ PDF Chat	A Faster Cutting Plane Method and its Implications for Combinatorial and Convex Optimization	2015	Yin Tat Lee Aaron Sidford Sam Chiu-wai Wong	1
+	Conditional Accelerated Lazy Stochastic Gradient Descent	2017	Guanghui Lan Sebastian Pokutta Yi Zhou Daniel Zink	1
+	Linear-Memory and Decomposition-Invariant Linearly Convergent Conditional Gradient Algorithm for Structured Polytopes	2016	Dan Garber Ofer Meshi	1
+ PDF Chat	Coordinate descent with arbitrary sampling I: algorithms and complexity<sup>†</sup>	2016	Zheng Qu Peter Richtárik	1
+	Faster Projection-free Convex Optimization over the Spectrahedron	2016	Dan Garber	1
+ PDF Chat	A General Safety Framework for Learning-Based Control in Uncertain Robotic Systems	2018	Jaime F. Fisac Anayo K. Akametalu Melanie N. Zeilinger Shahab Kaynama Jeremy Gillula Claire J. Tomlin	1
+ PDF Chat	Efficient Accelerated Coordinate Descent Methods and Faster Algorithms for Solving Linear Systems	2013	Yin Tat Lee Aaron Sidford	1
+	Even faster accelerated coordinate descent using non-uniform sampling	2016	Zeyuan Allen-Zhu Zheng Qu Peter Richtárik Yuan Yang	1
+ PDF Chat	Lower bounds for finding stationary points I	2019	Yair Carmon John C. Duchi Oliver Hinder Aaron Sidford	1