- Alexandre Hippert-Ferrer, Aude Sportisse, Amirhossein Javaheri, Mohammed Nabil El Korso, Daniel P. Palomar. Missing Data in Signal Processing and Machine Learning: Models, methods, and modern approaches. IEEE Signal Process. Mag., 43(4):14-35, July 2026.
- Andreas Bathelt, Benjamin J. B. Deutschmann, Hyeon Seok Rou, Kuranage Roche Rayan Ranasinghe, Giuseppe Thadeu Freitas de Abreu, Peter Vouras. The IEEE Signal Processing Society's Leading Role in Developing Standards for Computational Imaging and Sensing: Part II [SP Applications]. IEEE Signal Process. Mag., 43(4):52-68, July 2026.
- Maoquan Zhang, Bisser Raytchev, Xiujuan Sun. REALM: A relevance-driven layered protocol for human-AI collaboration in STEM education [Special Issue on Artificial Intelligence for Education: A Signal Processing Perspective]. IEEE Signal Process. Mag., 43(1):56-68, January 2026.
- Liming Xiu, Ulisses Braga-Neto. Transcending Reductionism and Dualism: Philosophical Critique of Electronics and a Vision for Brain-Mimicking Artificial Intelligence Under Moore's Law 2.0 [Perspectives]. IEEE Signal Process. Mag., 43(1):98-107, January 2026.
- Yuchen Wang, Pei-Duo Yu, Chee-Wei Tan 0001. Future-Proofing Programmers: Optimal knowledge tracing for artificial intelligence-assisted personalized education [Special Issue on Artificial Intelligence for Education: A Signal Processing Perspective]. IEEE Signal Process. Mag., 43(1):69-82, January 2026.
- Zhenyu Liao 0001, Michael W. Mahoney. Random Matrix Theory for Deep Learning: Beyond Eigenvalues of Linear Models [Special Issue on the Mathematics of Deep Learning]. IEEE Signal Process. Mag., 43(2):93-106, March 2026.
- Laura Balzano, Joan Bruna Estrach, Gitta Kutyniok, Robert Nowak 0001, Jong Chul Ye. Guest Editorial for Part 1 of the Special Issue on the Mathematics of Deep Learning [From the Guest Editors]. IEEE Signal Process. Mag., 43(2):6-8, March 2026.
- Emi Zeger, Mert Pilanci. Unveiling Hidden Convexity in Deep Learning: A sparse signal processing perspective [Special Issue on the Mathematics of Deep Learning]. IEEE Signal Process. Mag., 43(3):86-101, May 2026.
- Gordana Jovanovic-Dolecek. Simple Trick: Leveraging Certain Symmetrical Polynomials With All Zeros on the Unit Circle to Enhance Alias Rejection in Comb Decimation Filters [Tips & Tricks]. IEEE Signal Process. Mag., 43(4):118-123, July 2026.
- Felix Sarnthein, Arshia Afzal, Razvan Pascanu, Antonio Orvieto, Caglar Gulcehre, Jonas Geiping, Francesco Tonin, Albert Gu, Volkan Cevher. Sequence Modeling Architectures: Foundations [Special Issue on the Mathematics of Deep Learning]. IEEE Signal Process. Mag., 43(3):115-129, May 2026.