15th December 2015 |
Morning |
10.00 - 10.10 |
Welcome Address |
Vineeth Balasubramanian, Vladimir Vovk |
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10.10 - 11.10 |
Introduction to Statistical Learning Theory (Slides) |
Saketha Nath, IIT-Bombay |
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11.10 - 11.30 |
Tea/Coffee Break |
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11.30 - 12.30 |
Introduction to Conformal Prediction (Slides) |
Vineeth Balasubramanian, IIT-Hyd |
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12.30 - 14.00 |
Lunch |
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Afternoon |
14.00 - 15.00 |
Probabilistic Prediction in Machine Learning: Applications to Speech Processing |
Sri Rama Murty, IIT-Hyd |
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15.00 - 16.00 |
Venn and Venn-Abers predictors (Slides) |
Vladimir Vovk, RHUL |
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16.00 - 16.30 |
Tea/Coffee Break |
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16.30 - 18.00 |
Hands-on with Conformal Prediction: Coding session |
Vineeth Balasubramanian, IIT-Hyd |
16th December 2015 |
Morning |
09.30 - 10.30 |
Non-Parametric Inference (NPI) (Slides) |
Frank Coolen, Durham Univ |
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10.30-11.00 |
NPI and Conformal Prediction (Slides) |
Vladimir Vovk, RHUL |
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11.00 - 11.30 |
Tea/Coffee Break |
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11.30 - 12.00 |
Anomaly Detection of Ship Trajectories (Slides) |
James Smith, RHUL |
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12.00 - 12.40 |
Unsupervised conformal prediction and its applications (Slides) |
Ilia Nouretdinov, RHUL |
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12.40 - 14.00 |
Lunch |
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Afternoon |
14.00 - 15.00 |
Unsupervised Learning of Hierarchical Structures in Data using Co-occurrence Analysis (Slides) |
Shailesh Kumar, Google, Hyd |
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15.00 - 15.50 |
Spectral Techniques for Topology Aware 3D Shape Analysis |
Avinash Sharma, IIIT-Hyderabad |
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15.50 - 16.10 |
PREFER: Exploring Preference RElations as FEedback in Recommender Systems (Slides) |
Maunendra Desarkar, IIT-Hyd |
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16.10 - 17.30 |
Tea/Coffee Break and Student Poster Session |
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18.00 - 20.30 |
Workshop Dinner |
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17th December 2015 |
Morning |
9.30 - 10.30 |
Applications of conformal prediction in network traffic and indoor localisation (Slides) |
Zhiyuan Luo, RHUL |
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10.30 - 11.00 |
Misleading Metrics: On Evaluating Machine Learning for Malware (Slides) |
Roberto Jordaney, RHUL |
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11.00 - 11.20 |
Tea/Coffee Break |
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11.20 - 11.50 |
Conformal Clustering and its Application to Botnet Traffic (Slides) |
Giovanni Cherubin, RHUL |
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11.50 - 12.40 |
Conformal Prediction in Recommmender systems |
Vineet Nair, Univ of Hyd |
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12.40 - 14.00 |
Lunch |
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Afternoon |
14.00 - 15.00 |
Conformal Prediction in Drug Discovery |
Lars Carlsson and Claus Bendtsen, Astrazeneca |
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15.00 - 15.30 |
Spotlight Presentations by Indian Industry Personnel |
Novartis, Honeywell, Infosys, Deloitte, Oracle, TCS |
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15.30 - 16.00 |
Tea/Coffee Break and Photo Session |
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16.00 - 17.00 |
Review of Industry Collaborations of Conformal Prediction |
Alexander Gammerman, RHUL |
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17.00 - 18.00 |
Panel Discussion on Industry Applications |
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18th December 2015 |
Morning |
09.30 - 10.00 |
IITH Welcome Address |
Dr. Uday Desai, Director, IITH |
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10.00 - 11.00 |
Learning Labels on Graphs (Slides) |
Chiranjib Bhattacharya, IISc |
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11.00 - 11.30 |
Tea/Coffee Break |
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11.30 - 12.30 |
Sequential Crowdsourced Labeling (Slides) |
Vikas Raykar, IBM Research |
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12.30 - 12.50 |
Open Problems/Emerging Directions in Conformal Prediction Research (Slides) |
Vladimir Vovk, RHUL |
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12.50 - 13.00 |
Closing Remarks |
Vineeth Balasubramanian, IIT-Hyd |
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13.00 - 14.00 |
Lunch |
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