Conic Optimization via Operator Splitting and Homogeneous Self-Dual Embedding von O’Donoghue, Brendan, Chu, Eric, Parikh, Neal, Boyd, Stephen

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Adaptive Restart for Accelerated Gradient Schemes von O'Donoghue, Brendan, Candes, Emmanuel

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Fast Alternating Direction Optimization Methods von Goldstein, Tom, O'Donoghue, Brendan, Setzer, Simon, Baraniuk, Richard

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Clinically applicable deep learning for diagnosis and referral in retinal disease von De Fauw, Jeffrey, Ledsam, Joseph R., Romera-Paredes, Bernardino, Nikolov, Stanislav, Tomasev, Nenad, Blackwell, Sam, Askham, Harry, Glorot, Xavier, O’Donoghue, Brendan, Visentin, Daniel, van den Driessche, George, Lakshminarayanan, Balaji, Meyer, Clemens, Mackinder, Faith, Bouton, Simon, Ayoub, Kareem, Chopra, Reena, King, Dominic, Karthikesalingam, Alan, Hughes, Cían O., Raine, Rosalind, Hughes, Julian, Sim, Dawn A., Egan, Catherine, Tufail, Adnan, Montgomery, Hugh, Hassabis, Demis, Rees, Geraint, Back, Trevor, Khaw, Peng T., Suleyman, Mustafa, Cornebise, Julien, Keane, Pearse A., Ronneberger, Olaf

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OPERATOR SPLITTING FOR A HOMOGENEOUS EMBEDDING OF THE LINEAR COMPLEMENTARITY PROBLEM von O'Donoghue, Brendan

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GLOBALLY CONVERGENT TYPE-I ANDERSON ACCELERATION FOR NONSMOOTH FIXED-POINT ITERATIONS von Zhang, Junzi, O'Donoghue, Brendan, Boyd, Stephen

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A Splitting Method for Optimal Control von O'Donoghue, Brendan, Stathopoulos, Giorgos, Boyd, Stephen

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Approximate dynamic programming via iterated Bellman inequalities von Wang, Yang, O'Donoghue, Brendan, Boyd, Stephen

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Large-Scale Convex Optimization for Dense Wireless Cooperative Networks von Yuanming Shi, Jun Zhang, O'Donoghue, Brendan, Letaief, Khaled B.

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Performance Bounds and Suboptimal Policies for Multi-Period Investment von Boyd, Stephen, Mueller, Mark T., O’Donoghue, Brendan, Wang, Yang

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Efficient Exploration via Epistemic-Risk-Seeking Policy Optimization von O'Donoghue, Brendan

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On the connection between Bregman divergence and value in regularized Markov decision processes von O'Donoghue, Brendan

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Operator splitting for a homogeneous embedding of the linear complementarity problem von O'Donoghue, Brendan

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Efficient Exploration via Epistemic-Risk-Seeking Policy Optimization von O'Donoghue, Brendan

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Variational Bayesian Reinforcement Learning with Regret Bounds von O'Donoghue, Brendan

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Variational Bayesian Optimistic Sampling von O'Donoghue, Brendan, Lattimore, Tor

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On the connection between Bregman divergence and value in regularized Markov decision processes von O'Donoghue, Brendan

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Variational Bayesian Reinforcement Learning with Regret Bounds von O'Donoghue, Brendan

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A SPREAD-RETURN MEAN-REVERTING MODEL FOR CREDIT SPREAD DYNAMICS von O'Donoghue, Brendan, Peacock, Matthew, Lee, Jacky, Capriotti, Luca

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Probabilistic Inference in Reinforcement Learning Done Right von Tarbouriech, Jean, Lattimore, Tor, O'Donoghue, Brendan

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