Welcome!

This is the web site for the thesis course in the master's programme Statistics and Machine Learning.
We have posted some useful information and material below. This is the only course webpage to keep track of during this course.

Timetable for the Spring 2023 course

Date	Activity	Material
October 5, 2022	Preparatory meeting at 15-17 in Alan Turing, E-house	Slides
December 25, 2022	Deadline for sending in project descriptions to Oleg.
January 9	Approval of thesis topic
January 16	Appointment of supervisor.
January 17	Introductory meeting. At 10-12 in John von Neumann, B-house	Slides
January 29	Submitting the thesis proposal presentation to LISAM
February 2-3	Thesis proposal seminar in John von Neumann (group A) and John von Neumann (group B).	Schedule for group A Schedule for group B
March 19	Submitting the midterm presentation plus progress report plus thesis text sample to LISAM
March 27-28	Mid-term seminar in Alan Turing (group A) and John von Neumann (group B).	Schedule for group A Schedule for group B
April 27	Sending a thesis draft to the supervisor unless the supervisor states otherwise.
May 4	Decision is made by the supervisor regarding whether the thesis has good chances to be passed within the course time frames or the thesis work needs to be stopped and grade F given.
May 7	Sending a thesis draft to the opponent, examiner and supervisor
May 15 or 16 or 17	Revision meeting. Mandatory, but date and place are set bilaterally selected pairs of students.
May 25	Submission of the close-to-final thesis to LISAM and to Oleg's URKUND address. Send it also to the supervisor, examiner and opponent by email
May 30	Submission of the presentation for the oral defense to LISAM
May 31 - June 2	Oral defense seminar in Alan Turing (group A) and John von Neumann (group B).	Schedule for group A Schedule for group B
June 7	Last day to submit final version of the thesis for it to be reported within this semester
June 14	Examiner's meeting where the grades are decided and then reported
August, 6	Last attempt for submitting the final version of the thesis (for students who become delayed; the maximum possible grade is C)
January, 2024	Second opportunity for the oral defense seminar (for students who become delayed)

Bold means that the entire meeting is mandatory. If a group is indicated, the entire meeting is mandatory for students from this group.
Note that LiU makes use of academic quarters.
All deadlines specified refer to the latest time point 23:59.

Timetable for the Autumn 2022 course

Date	Activity	Material
August 10	Deadline for sending in project descriptions to Oleg.
August 15	Approval of thesis topic
August 22 or earlier	Appointment of supervisor.
August 23	Introductory meeting at 10.15 in Zoom.	Slides
September 7	Submitting the thesis proposal presentation to LISAM
September 12	Thesis proposal seminar. In John von Neumann, B building	Schedule here
October 21	Submitting the midterm presentation and supporting report to LISAM
October 26	Mid-term seminar.  In John von Neumann, B building	Schedule here
November 25	Sending a thesis draft to the supervisor unless the supervisor states otherwise.
December 2	Decision is made by the supervisor regarding whether the thesis has good chances to be passed within the course time frames or the thesis work needs to be stopped and grade F given.
December 7	Sending a thesis draft to the opponent, examiner and supervisor
December 14, 15 or 16	Revision meeting. Mandatory, but date and place are decided in agreement between the student, opponent, supervisor and examiner.
January 5, 2023	Submission of the close-to-final thesis to LISAM and to Oleg's URKUND address. Send it also to the supervisor, examiner and opponent by email
January 12,2023	Submission of the presentation for the oral defense to LISAM
January 13, 2023	Oral defense seminar. In John von Neumann, B building	Schedule
January 18, 2023	Last day to submit final version of the thesis for it to be reported within this semester
January 25, 2023	Examiner's meeting where the grades are decided and then reported
March 20, 2023	Last attempt for submitting the final version of the thesis (for students who become delayed; the maximum possible grade is C)
June, 2023	Second opportunity for the oral defense seminar (for students who become delayed)

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Letter to company collaborators

- Letter

Proposed projects start spring 2023

Internal, at IDA:

All projects can be found here

Templates and instructions for the report

For the templates, and the publication rules, see here

Examples of theses from previous years (grade A or B)

2020-2022

Can be found here

Older theses:

2017

Caroline Svahn, Automated Bug Report Routing

Andrea Bruzzone,P-SGLD: Stochastic Gradient Langevin Dynamics with control variates

Aleksey Shipitsyn, Statistical Learning with Imbalanced Data

2016

Alessandro Olivi, Survival analysis of gas turbine components

Malte Nalenz, Horseshoe RuleFit - Learning Rule Ensembles via Bayesian Regularization

Konstantinos Poulakis, Alzheimer's disease heterogeneity assessment using high dimensional clustering techniques

Claudia Adok, Retrieval of Cloud Top Pressure

Miriam Hurtado Bodell, Bayesian poll of polls for multi-party systems

2015

Patrik Pavlov, Optimal Experimental Design and Parameter Estimation of a Stacked Bed Hydrotreating Process

Martin Arvidsson, Dynamic Call Drop Analysis

Andreea Bocancea, Supervised Classification Leveraging Refined Unlabeled Data

2014

Aiswaryaa Viswanathan, Data driven analysis of usage and driving parameters that affect fuel consumption of heavy vehicles

Munezero Parfait, Mobile network traffic analysis based on IP log data

Uriel Chareca, Inferring user demographics from reading habits

Paolo Elena, Anomaly detection and analysis on dropped phone call data

2013

Lotta Järvstråt, Functionality Classification Filter for Websites

2012

Ankita Garg, Forecasting exchage rates using machine learning models with time-varying volatility