Machine Learning

CS760, Fall 2021
Department of Computer Sciences
University of Wisconsin–Madison


Homework Problem Sets

There will be about 8 problem sets during the semester. Problem sets will consist of both written exercises and programming problems. Problem sets and deadlines are posted on Canvas, and solutions should be submitted there. The deadlines on the schedule page are tentative; please refer to Canvas for the exact time.

Exams

  • Midterm Exam: Oct. 27. 7:15-9:00 pm in Humanities 2650.
    Topics covered: all topics in lectures up to the exam; related slides and notes (unless specified otherwise).
  • Final Exam: Dec. 20.
    Topics covered: all topics in lectures after Midterm Exam; related slides and notes (unless specified otherwise).

Exam format: There will be a midterm exam and a final exam. All exams will be conducted in-person. Please plan for exams at these times and let us know about any exam conflicts during the first two weeks of the semester. If an emergency arises that conflicts with the exam times, email us as soon as possible. Emergency exam conflicts will be handled on a case-by-case basis. Exam grading questions must be raised with the instructor within 72 hours after it is returned. If a regrade request is submitted for a part of a question on the exam, the grader reserves the right to regrade the entire exam and could potentially take points off.

Academic Integrity

All examinations, programming assignments, and written homeworks must be done individually. Cheating and plagiarism will be dealt with in accordance with University procedures (see the UW-Madison Academic Misconduct Rules and Procedures). Hence, for example, code for programming assignments must not be developed in groups, nor should code be shared. You are encouraged to discuss with your peers, the TA or the instructors ideas, approaches and techniques broadly, but not at a level of detail where specific implementation issues are described by anyone. If you have any questions on this, ask the instructor before you act.

Exam Examples

Exams format: closed book, an A4 cheat sheet allowed. Note that the example exams below contain problems about contents that are NOT covered in this course. Such problems will NOT appear in our final exam.

Final Project

Students will form groups of size 2-5, and submit their project proposal to the TA by email before the proposal deadline of October 14. The project proposal should include names of the students in the group, the research topic, a brief description of tentative plan for the project.

The project report will be due (pdf report and submission of any code written) to the TA by email, by the project deadline (December 10th). Late days cannot be used for the project because it needs time to grade them all by the end of the exam week, in order to compute final grades on time. Grading policy will be based on the final project report and the details can be found on the about page.