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30 papers · 1 filter
A Sparse Nonlinear Classifier Design Using AUC Optimization
Vishal Kakkar, Shirish K. Shevade, S Sundararajan +1
AUC (Area under the ROC curve) is an important performance measure for applications where the data is highly imbalanced. Learning to maximize AUC performance is thus an important r…
On-demand or Spot? Selling the cloud to risk-averse customers
Darrell Hoy, Nicole Immorlica, Brendan Lucier
In Amazon EC2, cloud resources are sold through a combination of an on-demand market, in which customers buy resources at a fixed price, and a spot market, in which customers bid f…
Topological Electromagnetic Responses of Bosonic Quantum Hall, Topological Insulator, and Chiral Semi-Metal phases in All Dimensions
Matthew F. Lapa, Chao-Ming Jian, Peng Ye +1
We calculate the topological part of the electromagnetic response of Bosonic Integer Quantum Hall (BIQH) phases in odd (spacetime) dimensions, and Bosonic Topological Insulator (BT…
Design Automation and Design Space Exploration for Quantum Computers
Mathias Soeken, Martin Roetteler, Nathan Wiebe +1
A major hurdle to the deployment of quantum linear systems algorithms and recent quantum simulation algorithms lies in the difficulty to find inexpensive reversible circuits for ar…
Contextual Decision Processes with Low Bellman Rank are PAC-Learnable
Nan Jiang, Akshay Krishnamurthy, Alekh Agarwal +2
This paper studies systematic exploration for reinforcement learning with rich observations and function approximation. We introduce a new model called contextual decision processe…
Congruence subgroups from representations of the three-strand braid group
Joseph Ricci, Zhenghan Wang
Ng and Schauenburg proved that the kernel of a -dimensional topological quantum field theory representation of is a congruence subgroup. Motivat…