Publications (6)
Semi-Supervised Few-Shot Intent Classification and Slot Filling
Samyadeep Basu, Karine lp Kiun Chong, Amr Sharaf +7
Intent classification (IC) and slot filling (SF) are two fundamental tasks in modern Natural Language Understanding (NLU) systems. Collecting and annotating large amounts of data t…
A Real-Time Solver For Time-Optimal Control Of Omnidirectional Robots with Bounded Acceleration
David Balaban, Alex Fischer, Joydeep Biswas
We are interested in the problem of time-optimal control of omnidirectional robots with bounded acceleration (TOC-ORBA). While there exist approximate solutions for such robots, an…
Frequency-Time Multiplexing for Near-Deterministic Generation of n-Photon Frequency-Bin States
Alex Fischer, Nathan T. Arnold, Colin P. Lualdi +5
One of the primary challenges of photonic quantum information processing is the on-demand preparation of multiple single-photon-level quantum states from probabilistic photon pair…
Bayesian Adaptive Trials for Social Policy
Sally Cripps, Anna Lopatnikova, Hadi Mohasel Afshar +5
This paper proposes Bayesian Adaptive Trials (BAT) as both an efficient method to conduct trials and a unifying framework for evaluation social policy interventions, addressing lim…
Hardness results for decoding the surface code with Pauli noise
Alex Fischer, Akimasa Miyake
Real quantum computers will be subject to complicated, qubit-dependent noise, instead of simple noise such as depolarizing noise with the same strength for all qubits. We can do qu…
Distributing Graph States Across Quantum Networks
Alex Fischer, Don Towsley
Graph states are an important class of multipartite entangled quantum states. We propose a new approach for distributing graph states across a quantum network. We consider a quantu…