JOB INFORMATION
Convex sets, functions, and optimization problems. The basics of convex analysis and theory of convex programming: optimality conditions, duality theory, theorems of alternative, and applications. Least-squares, linear and quadratic programs, semidefinite programming, and geometric programming. Numerical algorithms for smooth and equality-constrained problems; interior-point methods for inequality-constrained problems. Applications to signal processing, communications, control, analog, and digital circuit design, computational geometry, statistics, machine learning, and mechanical engineering.
Details:
EE 364A
Class Number: 6937
Course Cost: $3699.00
Population: Undergraduate, Graduate
Units: 3
Interest Area: Computer Science and Engineering
Course Format & Length: In-Person, 8 weeks
Dates: June 24, 2023 - August 20, 2023
Prerequisites: Linear algebra such as EE 263, and basic probability.
Schedule: TTh 9:45am-11:15am
Cross Listings: CME 364A, CS 334A
Events and Engagement
Workshops
Hosted through the Summer Academic Resource Center (SARC), we offer a variety of educational workshops to complement your academic pursuits. Presenters varying from Stanford affiliates, community partners, and graduate tutors will cover a wide range of topics from academic skills to career exploration. Past workshops included college preparedness, software exploration, and building your professional network.
Stanford Spaces
Explore the intellectual ecosystem of the Stanford campus. Tour museums like the Cantor Arts Center, visit unique campus spaces like the d.school, Frost Amphitheater, and O’Donohue Family Farm, and get to know the unique community of companies and innovators that gather at Stanford Research Park.
Stanford Voices
These small gatherings give you an opportunity to connect with Stanford faculty, fellows, and alumni to hear about their work or research, as well as the road that brought them there. Ask questions and continue your intellectual exploration—whether you're taking a course on the topic this summer or just curious.
