AAAI-14: TWENTY-EIGHTH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE
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PROGRAM FOR TUESDAY, JULY 29TH: TALK VIEW
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8:30
9:00
9:30
10:00
10:30
11:00
11:30
12:00
12:30
13:00
13:30
14:00
14:30
15:00
15:30
16:00
16:30
17:00
17:30
18:00
18:30
19:00
19:30
20:00
20:30
21:00
21:30
22:00
22:30
08:30-08:40
AAAI Welcome and Award Presentations
Carla Brodley, Peter Stone
08:40-08:47
IAAI Welcome and Awards
David Stracuzzi, David Gunning, David Leake
08:47-08:50
IJCAI-JAIR Best Paper Award Presentation
Craig Boutilier
08:50-09:00
AAAI Special Awards and Honors
Henry Kautz, Manuela Veloso, Thomas G. Dietterich
09:00-09:15
Representation Acquisition for Task‐Level Planning
George Konidaris, Leslie Kaelbling, Tomas Lozano-Perez
09:15-09:30
Imitation Learning with Demonstrations and Shaping Rewards
Kshitij Judah, Alan Fern, Prasad Tadepalli, Robby Goetschalckx
09:30-09:45
Spectral Thompson Sampling
Tomáš Kocák, Michal Valko, Remi Munos, Shipra Agrawal
09:45-10:00
Best Paper Nominee: Manifold Learning for Jointly Modeling Topic and Visualization
Tuan Le, Hady Lauw
09:00-09:15
The Complexity of Reasoning with FODD and GFODD
Benjamin Hescott, Roni Khardon
09:15-09:30
Querying Inconsistent Description Logic Knowledge Bases under Preferred Repair Semantics
Meghyn Bienvenu, Camille Bourgaux, François Goasdoué
09:30-09:45
The Computational Complexity of Structure-Based Causality
Gadi Aleksandrowicz, Hana Chockler, Joseph Y. Halpern, Alexander Ivrii
09:45-10:00
A Knowledge Compilation Map for Ordered Real-Valued Decision Diagrams
Helene Fargier, Pierre Marquis, Alexandre Niveau, Nicolas Schmidt
09:00-09:15
Boosting SBDS for Partial Symmetry Breaking in Constraint Programming
Jimmy Lee, Zichen Zhu
09:15-09:30
Linear-Time Filtering Algorithms for the Disjunctive Constraint
Hamed Fahimi, Claude-Guy Quimper
09:30-09:45
Backdoors into Heterogeneous Classes of SAT and CSP
S. Gaspers, N. Misra, S. Ordyniak, S. Szeider, S. Živný
09:45-10:00
A Support-Based Algorithm for the Bi-Objective Pareto Constraint
Renaud Hartert, Pierre Schaus
09:00-09:15
Lifetime Lexical Variation in Social Media
Liao Lizi, Jing Jiang, Ying Ding, Heyan Huang, Ee-Peng Lim
09:15-09:30
Extracting Keyphrases from Research Papers using Citation Networks
Sujatha Das Gollapalli, Cornelia Caragea
09:30-09:45
Detecting Information-Dense Texts in Multiple News Domains
Yinfei Yang, Ani Nenkova
09:45-10:00
Chinese Overt Pronoun Resolution: A Bilingual Approach
Chen Chen, Vincent Ng
09:00-09:15
Best Paper Nominee: Placement of Loading Stations for Electric Vehicles: No Detours Necessary!
Stefan Funke, André Nusser, Sabine Storandt
09:15-09:30
A Latent Variable Model for Discovering Bird Species Commonly Misidentified by Citizen Scientists
Jun Yu, Rebecca Hutchinson, Weng-Keen Wong
09:30-09:45
Intelligent System for Urban Emergency Management During Large-scale Disaster
Xuan Song, Quanshi Zhang, Yoshihide Sekimoto, Ryosuke Shibasaki
09:45-10:00
Contextually Supervised Source Separation with Application to Energy Disaggregation
Matt Wytock, Zico Kolter
09:00-09:15
A Control Dichotomy for Pure Scoring Rules
Edith Hemaspaandra, Lane A. Hemaspaandra, Henning Schnoor
09:15-09:30
False-Name Bidding and Economic Efficiency in Combinatorial Auctions
Colleen Alkalay-Houlihan, Adrian Vetta
09:30-09:45
Item Bidding for Combinatorial Public Projects
Evangelos Markakis, Orestis Telelis
09:45-10:00
Betting Strategies, Market Selection, and the Wisdom of Crowds
Willemien Kets, David Pennock, Rajiv Sethi, Nisarg Shah
09:00-10:00
From Virtual Museums to Peacebuilding: Creating and Using Linked Knowledge
Craig Knoblock
10:20-11:40
EAAI-14 Teaching and Mentoring Workshop, Part I
10:20-10:35
Wormhole Hamiltonian Monte Carlo
Shiwei Lan, Jeffrey Streets, Babak Shahbaba
10:35-10:50
Learning the Structure of Probabilistic Graphical Models with an Extended Cascading Indian Buffet
Patrick Dallaire, Philippe Giguère, Brahim Chaib-Draa
10:50-11:05
Small-variance Asymptotics for Dirichlet Process Mixtures of SVMs
Yining Wang, Jun Zhu
11:05-11:20
Using The Matrix Ridge Approximation to Speedup Determinantal Point Processes Sampling Algorithms
Shusen Wang, Chao Zhang, Hui Qian, Zhihua Zhang
11:20-11:35
Large-Scale Optimistic Adaptive Submodularity
Victor Gabillon, Branislav Kveton, Zheng Wen, Brian Eriksson, S. Muthukrishnan
10:20-10:35
Parametrized Families of Hard Planning Problems from Phase Transitions
Eleanor Rieffel, Davide Venturelli, Minh Do, Itay Hen, Jeremy Frank
10:35-10:50
Backdoors to Planning
Martin Kronegger, Sebastian Ordyniak, Andreas Pfandler
10:50-11:05
Scheduling for Transfers in Pickup and Delivery Problems with Very Large Neighborhood Search
Brian Coltin, Manuela Veloso
11:05-11:20
A Scheduler for Actions with Iterated Durations
James Paterson, Eric Timmons, Brian Williams
11:20-11:35
Best Paper Nominee: Generalized Label Reduction for Merge-and-Shrink Heuristics
Silvan Sievers, Martin Wehrle, Malte Helmert
10:20-10:35
Congestion Games for V2G-Enabled EV Charging
Benny Lutati, Vadim Levit, Tal Grinshpoun, Amnon Meisels
10:35-10:50
A Game-theoretic Analysis of Catalog Optimization
Joel Oren, Nina Narodytska, Craig Boutilier
10:50-11:05
Robust Winners and Winner Determination Policies under Candidate Uncertainty
Craig Boutilier, Jérôme Lang, Joel Oren, Hector Palacios
11:05-11:20
Theory of Cooperation in Complex Social Networks
B. Ranjbar-Sahraei, H. Bou Ammar, D. Bloembergen, K. Tuyls, G. Weiss
11:20-11:35
Prices Matter for the Parameterized Complexity of Shift Bribery
R. Bredereck, J. Chen, P. Faliszewski, A. Nichterlein, R. Niedermeier
10:20-10:35
Who Also Likes It? Generating the Most Persuasive Social Explanations in Recommender Systems
Beidou Wang, Martin Ester, Jiajun Bu, Deng Cai
10:35-10:50
Leveraging Decomposed Trust in Probabilistic Matrix Factorization for Effective Recommendation
Hui Fang, Yang Bao, Jie Zhang
10:50-11:05
TopicMF: Simultaneously Exploiting Ratings and Reviews for Recommendation
Yang Bao, Hui Fang, Jie Zhang
11:05-11:20
Combining Heterogenous Social and Geographical Information for Event Recommendation
Zhi Qiao, Peng Zhang, Yanan Cao, Chuan Zhou, Li Guo, Binxing Fang
11:20-11:35
Parallel Materialisation of Datalog Programs in Centralised, Main-Memory RDF Systems
Boris Motik, Yavor Nenov, Robert Piro, Ian Horrocks, Dan Olteanu
10:20-10:35
Acquiring Commonsense Knowledge for Sentiment Analysis through Human Computation
Marina Boia, Claudiu Cristian Musat, Boi Faltings
10:35-10:50
Signals in the Silence: Models of Implicit Feedback in a Recommender System for Crowdsourcing
Christopher Lin, Ece Kamar, Eric Horvitz
10:50-11:05
Online and Stochastic Learning with a Human Cognitive Bias
Hidekazu Oiwa, Hiroshi Nakagawa
11:05-11:20
Anytime Active Learning
Maria E. Ramirez-Loaiza, Aron Culotta, Mustafa Bilgic
11:20-11:35
Generating Content for Scenario-Based Serious-Games using CrowdSourcing
Sigal Sina, Avi Rosenfeld, Sarit Kraus
10:20-10:35
Best Paper Nominee: Recovering from Selection Bias in Causal and Statistical Inference
Elias Bareinboim, Jin Tian, Judea Pearl
10:35-10:50
Best Paper Nominee: Tractability through Exchangeability: A New Perspective on Efficient Probabilistic
Mathias Niepert, Guy Van den Broeck
10:50-11:05
Lifting Relational MAP-LPs Using Cluster Signatures
Udi Apsel, Kristian Kersting, Martin Mladenov
11:05-11:20
Approximate Lifting Techniques for Belief Propagation
Parag Singla, Aniruddh Nath, Pedro Domingos
11:20-11:35
Explanation-Based Approximate Weighted Model Counting for Probabilistic Logics
Joris Renkens, Angelika Kimmig, Guy Van den Broeck, Luc De Raedt
10:20-10:50
Evaluation and Deployment of a People-to-People Recommender in Online Dating
A. Krzywicki, W. Wobcke, Y.S. Kim, X. Cai, M. Bain, P. Compton, A. Mahidadia
10:50-11:20
The Quest Draft: An Automated Course Allocation Algorithm
Richard Hoshino, Caleb Raible-Clark
11:20-11:50
THink: Inferring Cognitive Status from Subtle Behaviors
Randall Davis, David J. Libon, Rhoda Au, David Pitman, Dana L Penney
11:35-11:50
Challenges in Planning
Rao Khambampati
11:35-11:50
What's Hot in Autonomous Agents
Noa Agmon
11:35-11:50
Syskill & Webert: Identifying Interesting Web Sites
Michael J. Pazzani
11:35-11:50
What's Hot in Cognitive Science
Mathias Scheutz
11:50-13:00
AAAI Women's Lunch
13:00-14:00
Behavioral Network Science
Michael Kearns
14:00-14:30
Can Agent Development Affect Developer's Strategy?
Avshalom Elmalech, David Sarne, Noa Agmon
14:30-15:00
Active Learning with Model Selection
Alnur Ali, Rich Caruana, Ashish Kapoor
15:00-15:30
Sketch Recognition with Natural Correction and Editing
Jie Wu, Changhu Wang, Liqing Zhang, Yong Rui
15:30-16:00
Designing Fast Absorbing Markov Chains
Stefano Ermon, Carla Gomes, Ashish Sabharwal, Bart Selman
16:00-16:30
On Hair Recognition in the Wild by Machine
Joseph Roth, Xiaoming Liu
16:30-17:00
How Do Your Friends on Social Media Disclose Your Emotions?
Y. Yang, J. Jia, S. Zhang, B. Wu, Q. Chen, J. Li, C. Xing, J. Tang
17:00-17:30
Automatic Construction and Natural-Language Description of Nonparametric Regression Models
James Lloyd, David Duvenaud, Roger Grosse, Josh Tenenbaum, Zoubin Ghahramani
17:30-18:00
Confident Reasoning on Raven’s Progressive Matrices Tests
Keith McGreggor, Ashok Goel
18:00-18:30
Learning Deep Representations for Graph Clustering
Fei Tian, Bin Gao, Qing Cui, Enhong Chen, Tie-Yan Liu
18:30-19:00
Capturing Difficulty Expressions in Student Online Q&A Discussions
Jaebong Yoo, Jihie Kim
19:00-19:30
Quality-based Learning for Web Data Classification
Ou Wu, Ruiguang Hu, Xue Mao, Weiming Hu
19:30-20:00
A Region-Based Model for Estimating Urban Air Pollution
Arnaud Jutzeler, Jason Jingshi Li, Boi Faltings
14:00-14:30
Deployed: Engineering Works Scheduling for Hong Kong’s Rail Network
Andy Hon Wai Chun, Ted Yiu Tat Suen
14:30-14:50
Emerging: A Schedule Optimization Tool for Destructive and Non-Destructive Vehicle Tests
J. Ludwig, A. Kalton, R. Richards, B. Bautsch, C. Markusic, J. Schumacher
14:50-15:10
Emerging: STREETS: Game-Theoretic Traffic Patrolling with Exploration and Exploitation
Matthew Brown, Sandhya Saisubramanian, Pradeep Varakantham, Milind Tambe
15:10-15:30
Emerging: AI-MIX: Using Automated Planning to Steer Human Workers Towards Better Crowdsourced Plans
L. Manikonda, T. Chakraborti, S. De, K. Talamadupula, S. Kambhampati
14:10-14:50
EAAI-14 Teaching and Mentoring Workshop, Part II
14:35-14:50
Robust Visual Robot Localization Across Seasons using Network Flows
Tayyab Naseer, Luciano Spinello, Wolfram Burgard, Cyrill Stachniss
14:50-15:05
A Framework for Task Planning in Heterogeneous Multi Robot Systems Based on Robot Capabilities
Jennifer Buehler, Maurice Pagnucco
15:05-15:20
Schedule-based Robotic Search for Multiple Residents in a Retirement Home Environment
Markus Schwenk, Tiago Vaquero, Goldie Nejat
15:20-15:35
GP-Localize: Persistent Mobile Robot Localization using Online Sparse Gaussian Process Observation
Nuo Xu, Bryan Kian Hsiang Low, Jie Chen, Keng Kiat Lim, Etkin Ozgul
14:35-14:50
A Tractable Approach to ABox Abduction over Description Logic Ontologies
Jianfeng Du, Kewen Wang, Yi-Dong Shen
14:50-15:05
Reasoning on LTL on Finite Traces: Insensitivity to Infiniteness
Giuseppe De Giacomo, Riccardo De Masellis, Marco Montali
15:05-15:20
Datalog Rewritability of Disjunctive Datalog Programs and its Applications to Ontology Reasoning
Mark Kaminski, Yavor Nenov, Bernardo Cuenca Grau
15:20-15:35
Capturing Relational Schemas and Functional Dependencies in RDFS
D. Calvanese, W. Fischl, R. Pichler, E. Sallinger, M. Simkus
14:35-14:50
Semantic Graph Construction for Weakly-Supervised Image Parsing
Wenxuan Xie, Yuxin Peng, Jianguo Xiao
14:50-15:05
Efficient Object Detection via Adaptive Online Selection of Sensor-Array Elements
Matthai Philipose
15:05-15:20
Grounding Acoustic Echoes In Single View Geometry Estimation
Muhammad Wajahat Hussain, Javier Civera, Luis Montano
15:20-15:35
Sub-Selective Quantization for Large-Scale Image Search
Yeqing Li, Chen Chen, Wei Liu, Junzhou Huang
14:35-14:50
Learning Compositional Sparse Models of Bimodal Percepts
Suren Kumar, Vikas Dhiman, Jason J. Corso
14:50-15:05
Learning Goal-Oriented Hierarchical Tasks from Situated Interactive Instruction
Shiwali Mohan, John Laird
15:05-15:20
Social Planning: Achieving Goals by Altering Others' Mental States
Chris Pearce, Ben Meadows, Pat Langley, Mike Barley
15:20-15:35
Using Narrative Function to Extract Qualitative Information from Natural Language Texts
Clifton McFate, Kenneth Forbus, Thomas Hinrichs
14:35-14:50
Identifying Differences in Physician Communication Styles with a Log-Linear Transition Component
B. Wallace, I. Dahabreh, T. Trikalinos, M.B. Laws, I. Wilson, E. Charniak
14:50-15:05
Accurate Household Occupant Behavior Modeling Based on Data Mining Techniques
Márcia Baptista, Anjie Fang, Helmut Prendinger, Rui Prada, Yohei Yamaguchi
15:05-15:20
Learning Latent Engagement Patterns of Students in Online Courses
Arti Ramesh, Dan Goldwasser, Bert Huang, Hal Daume Iii, Lise Getoor
15:20-15:35
Decomposing Activities of Daily Living to Discover Routine Clusters
Onur Yuruten, Jiyong Zhang, Pearl Pu
14:35-14:50
Increasing VCG Revenue by Decreasing the Quality of Items
Mingyu Guo, Argyrios Deligkas, Rahul Savani
14:50-15:05
Incentives for Truthful Information Elicitation of Continuous Signals
Goran Radanovic, Boi Faltings
15:05-15:20
Equilibria in Epidemic Containment Games
Sudip Saha, Abhijin Adiga, Anil Kumar S. Vullikanti
14:50-15:40
EAAI-14 Networking and Brainstorming Session
16:00-17:00
The Global Literacy Project: Technology to Power Child-Driven Learning
Cynthia Breazeal
17:00-17:30
Solving Imperfect Information Games Using Decomposition
Neil Burch, Michael Johanson, Michael Bowling
17:30-18:00
Exploiting Competition Relationship for Robust Visual Recognition
Liang Du, Haibin Ling
18:00-18:30
Source Free Transfer Learning for Text Classification
Zhongqi Lu, Yin Zhu, Sinno Pan, Evan Xiang, Yujing Wang, Qiang Yang
18:30-19:00
Locality Preserving Hashing
Kang Zhao, Hongtao Lu, Jincheng Mei
19:00-19:30
R2: An Efficient MCMC Sampler for Probabilistic Programs
Aditya Nori, Chung-Kil Hur, Sriram Rajamani, Selva Samuel
19:30-20:00
Modeling and Predicting Popularity Dynamics via Reinforced Poisson Process
Huawei Shen, Dashun Wang, Chaoming Song, Albert Laszlo Barabasi
20:00-20:30
Tailoring Local Search for Partial MaxSAT
Shaowei Cai, Chuan Luo, John Thornton, Kaile Su
20:30-21:00
Multi-Instance Learning with Distribution Change
Wei-Jia Zhang, Zhi-Hua Zhou
21:00-21:30
A Strategy-Proof Online Auction with Time Discounting Values
Fan Wu, Junming Liu, Zhenzhe Zheng, Guihai Chen
21:30-22:00
Non-linear Label Ranking for Large-scale Prediction of Long-Term User Interests
N. Djuric, M. Grbovic, V. Radosavljevic, N. Bhamidipati, S. Vucetic
22:00-22:30
Improving Semi-Supervised Target Alignment via Label-Aware Base Kernels
Qiaojun Wang, Kai Zhang, Ivan Marsic
22:30-23:00
Combining Multiple Correlated Reward and Shaping Signals by Measuring Confidence
Tim Brys, Ann Nowé, Daniel Kudenko, Matthew E. Taylor
17:30
Exploring the Boundaries of Decidable Verification of Non-Terminating Golog Programs
Jens Classen, Martin Liebenberg, Gerhard Lakemeyer, Benjamin Zarrieß
17:30
Oversubscription Planning: Complexity and Compilability
Meysam Aghighi, Peter Jonsson
17:30
Joint Morphological Generation and Syntactic Linearization
Linfeng Song, Yue Zhang, Kai Song, Qun Liu
17:30
Elementary Loops Revisited
Jianmin Ji, Hai Wan, Peng Xiao, Ziwei Huo, Zhanhao Xiao
17:30
MaxSAT by Improved Instance‐Specific Algorithm Configuration
Carlos Ansotegui-Gil, Yuri Malitsky, Meinolf Sellmann
17:30
An Experimentally Efficient Method for (MSS,CoMSS) Partitioning
Eric Gregoire, Jean Marie Lagniez, Bertrand Mazure
17:30
Extending Tournament Solutions
Felix Brandt, Markus Brill, Paul Harrenstein
17:30
Solving the Traveling Tournament Problem by Packing Three-Vertex Paths
Marc Goerigk, Richard Hoshino, Ken-Ichi Kawarabayashi, Stephan Westphal
18:15
Supervised Transfer Sparse Coding
M. Al-Shedivat, J.J.-Y. Wang, M. Alzahrani, J.Z. Huang, X. Gao
18:15
Non-Restarting SAT Solvers With Simple Preprocessing Efficiently Simulate Resolution
Paul Beame, Ashish Sabharwal
18:15
Learning to Recognize Novel Objects in One Shot through Human-Robot Interactions in Natural Language
Evan Krause, Michael Zillich, Thomas Williams, Matthias Scheutz
18:15
Online Portfolio Selection with Group Sparsity
Puja Das, Nicholas Johnson, Arindam Banerjee
18:15
Non-convex feature learning via lp,∞ operator
Deguang Kong, Chris Ding
18:15
An Agent-Based Model Studying the Acquisition of a Language System of Logical Constructions
Josefina Sierra-Santibanez
18:15
Adaptation Guided Case Base Maintenance
Vahid Jalali, David Leake
18:15
Abduction Framework for Repairing Incomplete EL Ontologies: Complexity Results and Algorithms
Fang Wei-Kleiner, Zlatan Dragisic, Patrick Lambrix
18:15
Saturated Path-Constrained MDP: Planning under Uncertainty and Deterministic Model-Checking
Jonathan Sprauel, Florent Teichteil-Königsbuch, Andrey Kolobov
18:15
State Aggregation in Monte Carlo Tree Search
Jesse Hostetler, Alan Fern, Tom Dietterich
18:15
A Constructive Argumentation Framework
Souhila Kaci, Yakoub Salhi
18:15
Privacy and Regression Model Preserved Learning
Jinfeng Yi, Jun Wang, Rong Jin
18:15
Mechanism Design for Mobile Geo–Location Advertising
Nicola Gatti, Marco Rocco, Sofia Ceppi, Enrico H. Gerding
18:15
Learning Relative Similarity by Stochastic Dual Coordinate Ascent
Pengcheng Wu, Yi Ding, Peilin Zhao, Chunyan Miao, Steven C.H. Hoi
18:15
Approximate Equilibrium and Incentivizing Social Coordination
Elliot Anshelevich, Shreyas Sekar
18:15
New Models for Competitive Contagion
Moez Draief, Hoda Heidari, Michael Kearns
18:15
DJAO: A Communication‐Constrained DCOP Algorithm that Combines Features of ADOPT and Action‐GDL
Yoonheui Kim, Victor Lesser
18:15
Cross-lingual Knowledge Validation Based Taxonomy Derivation from Heterogeneous Online Wikis
Z. Wang, J. Li, S. Li, M. Li, J. Tang, K. Zhang, K. Zhang
18:15
Sparse Learning for Stochastic Composite Optimization
Weizhong Zhang, Lijun Zhang, Yao Hu, Rong Jin, Deng Cai, Xiaofei He
18:15
Signed Laplacian Embedding for Supervised Dimension Reduction
Chen Gong, Dacheng Tao, Jie Yang, Keren Fu
18:15
On the Challenges of Physical Implementations of RBMs
Vincent Dumoulin, Ian J. Goodfellow, Aaron Courville, Yoshua Bengio
18:15
On Computing Optimal Strategies in Open List Proportional Representation: the Two Parties Case
Ning Ding, Fangzhen Lin
18:15
ARIA: Asymmetry Resistant Instance Alignment
Sanghoon Lee, Seung-Won Hwang
18:15
Large-Scale Supervised Multimodal Hashing with Semantic Correlation Maximization
Dongqing Zhang, Wu-Jun Li
18:15
Learning Word Representation Considering Proximity and Ambiguity
Lin Qiu, Yong Cao, Zaiqing Nie, Yong Yu, Yong Rui
18:15
Echo-State Conditional Restricted Boltzmann Machines
Sotirios Chatzis
18:15
Adding Local Exploration to Greedy Best-First Search for Satisficing Planning
Fan Xie, Martin Mueller, Robert Holte
18:15
On the Incompatibility of Efficiency and Strategyproofness in Randomized Social Choice
Haris Aziz, Florian Brandl, Felix Brandt
18:15
Ranking Tweets by Labeled and Collaboratively Selected Pairs with Transitive Closure
Shenghua Liu, Xueqi Cheng, Fangtao Li
18:15
Learning Temporal Dynamics of Behavior Propagation in Social Networks
Jun Zhang, Chaokun Wang, Jianmin Wang
18:15
On the Structure of Synergies in Cooperative Games
Ariel Procaccia, Nisarg Shah, Max Tucker
18:15
Multilabel Classification with Label Correlations and Missing Labels
Wei Bi, James Kwok
19:30-22:30
AAAI-14 Conference Fete, Le Theatre and Cabaret du Capitole de Quebec
10:00-10:20
Coffee Break
11:50-13:00
Lunch Break
15:35-16:00
Coffee Break
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