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Theory II: Inference & Prediction - Spring 2026

Course information


Course materials

Additional resources


Topics

TBD


Schedule

Jan 13 2026: Course overview

[//]: # Jan 15 2026: TBD

Feb 26 2026: Midterm exam

Mar 04 - 06 2026: Spring recess (no class)

May 04 2026: Final exam (2:00 - 5:00 pm, location TBD)


Grades

Final grades will be computed using a weighting of assignments and exams.

Grading scale:

  • 93-100 A
  • 90-92 A-
  • 87-89 B+
  • 83-86 B
  • 80-82 B-
  • 77-79 C+
  • 73-76 C
  • 70-72 C-
  • <70 F

Note that a B- is the lowest satisfactory grade for graduate credit.

Course Policies

Submitting Homework

Homework will be accepted through the Assignments page on Canvas. Submissions will be in PDF format. You may hand-write and scan problem solutions, or you may use a typesetting software like LaTeX, Markdown, etc. Some homework assignments will involve using code to produce graphical or numerical outputs and will require the use of software. Please compile all materials in a single PDF for submission and make sure that whatever you have written can be clearly read by the grader.

Grades for (on-time) homework will be made visible to students no later than one week after the assignment due date. Grades for late work (see below) will become available as time permits.

Late Work Policy

The expectation in this course is that all assignments will be submitted on time. Submitting your work on time respects the efforts of your instructor and teaching assistant, and it ensures that you are prepared to learn subsequent material.

Assignments turned in after the due date incur a 10% penalty per late day. For example, an assignment due at 9:30 am on Wednesday that is submitted to Canvas at 3:00 pm on Friday will incur a 30% penalty. If the assignment would have received a 95% had it been returned on time, then the late grade is 65%. Note that weekend days count towards the late penalty.

I will not accept work that is late by more than one week past its due date.

To provide flexibility for weeks in which life circumstances do not permit the completion of your coursework, your lowest homework grade will be dropped. Additionally, your two lowest reading quiz grades will be dropped.

Class Attendance

Attendance in this class is mandatory. If you need to miss a class for any reason, please email me in advance. You are responsible for keeping up with the lecture material, but I am happy to work with you during office hours or by appointment to brush up on things you may have missed.

Extenuating Circumstances

Students are expected to communicate with me as soon as possible regarding extenuating circumstances and how their participation in the course, including attendance and assignment submissions, may be affected by them.

University Support and Policies

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