| Date |
Lecture Topic |
Speaker |
Slides |
Supplementary
Reading and Viewing Material |
| | | | | |
| 3/15/2015 |
Introduction to
Quantum Robotics |
Prateek |
Lect1.pdf |
-- |
| 3/22/2015 |
Principles of
Quantum Mechanics |
Prateek |
Lect2.pdf |
Wittek Ch 3
Zwiebach Online Course
|
| 3/29/2015 |
Concepts from
Quantum Computation |
Prateek |
Lect3.pdf |
Wittek, Ch 4
Vazirani Online Course
Tarrataca et al., 2011
|
| 4/5/2015 |
Quantum Operating
Principles (QOPs) in
Machine Learning |
Prateek |
Lect4.pdf
|
Wittek Part 3
Lloyd et al., 2013
Shuld et al., 2014
|
| 4/12/2015 |
Quantum Principal
Component Analysis
(QPCA) |
Prateek |
Lect5.pdf |
Tutorial on Classical PCA
(for those unfamiliar)
Wittek Section 10.3
Lloyd et al., 2013
Notes on Quantum Eigenvalue /
Phase Estimation (Melkebeek 2010)
|
| 4/19/2015 |
Quantum Artificial
Neural Networks |
Prateek |
Lect6.pdf |
Wittek Ch 6, 11
Schuld et al., 2014
|
| 4/26/2015 |
Quantum
Regression |
Tanay |
Lect7.pdf |
Wittek
Ch 8, 13
Bisio et al., 2010
|
| 5/3/2015 |
Quantum
Clustering |
Stanley |
Lect8.pdf |
Wittek
Ch 10.5-8
Aimeur et al., 2007
Quantum Clustering
Additional References
|
| 5/10/2015 |
Quantum Agent
Learning |
Prateek |
Lect9.pdf |
Paparo et al., 2014 |
| 5/17/2015 |
Quantum Partially Observable Markov Decision Processes (QOMDPS) |
Prateek |
Lect10.pdf |
Tutorial on Classical POMDPs
(for those unfamiliar)
Barry et al., 2014 |
| 5/24/2015 |
Theory of
Quantum Control |
Ben |
Lect11.pdf |
Dong and Petersen, 2009 |
| 5/31/2015 | Model Checking of
Quantum Robots
(Part 1) | Zhiyang | Lect12.pdf |
Ying et al., 2014 |
6/7/2015
| Quantum Support
Vector Machines | Prateek | Lect13.pdf |
Wittek
Ch 10.4, 12.2-3
Anguita et al., 2003
Neven et al., 2008
Robentrost et al., 2014
|
| 6/14/2015 | Quantum Adiabatic Optimization
(and application
to Boosting) | Prateek | Lect14.pdf |
Wittek
Ch 14
Neven et al., 2008
Neven et al., 2009
Pudenz et al., 2014
|
| 6/21/2015 | Quantum
Bayes Nets | Prateek | Lect15.pdf |
O'Gorman et al., 2014
|
| 6/28/2015 | Model Checking of
Quantum Robots
(Part 2) | Zhiyang | Lect16.pdf |
Ying et al., 2014
|
| 7/5/2015 | Quantum
Kalman Filtering | Ben | Lect17.pdf |
Benavkin 1998
Geremia et al, 2003
|
| 7/12/2015 | Survey of Quantum Information Topics | Tanay | Lect18.pdf |
Schor 2000
Wilde 2015
|
| 7/19/2015 | Key Implementation Strategies for Quantum Computers | Stanley | Lect19.pdf |
DiVinenzo 2000
DWave 2015
Quantum Implementations
Additional References
|
| 7/26/201 | No Meeting | - |
|
|
| 8/2/2015 | Reversible Computing, Quantum Computation, and Entropy | Alex | Lect20.pdf |
Perumalla 2013
De Vos 2010
|
| 8/9/2015 | Quantum Manifold Learning | Prateek | Lect21.pdf |
Clayton 2005
Aimeur et al., 2007
|
| 8/16/2015 | Hidden Quantum
Markov Models
(HQMMs) | Prateek | Lect22.pdf |
Monras et al., 2011
Clark et al., 2014
Vidyasagar 2005
|
| 8/23/2015 | No Meeting | - |
|
|
| 8/31/2015 | No Meeting | - | | |
| 9/6/2015 | No Meeting | - | | |
| 9/13/2015 | Preliminary Computational Models for Neuro-Quantum AI | Prateek | Lect23.pdf | |