✦ LIBER ✦

PAC-Bayesian bounds for randomized empirical risk minimizers

✍ Scribed by P. Alquier

No coin nor oath required. For personal study only.

📜 SIMILAR VOLUMES

A PAC-Bayesian margin bound for linear c

✍ Herbrich, R.; Graepel, T. 📂 Article 📅 2002 🏛 IEEE 🌐 English ⚖ 1024 KB

Exact combinatorial bounds on the probab

✍ K. V. Vorontsov 📂 Article 📅 2010 🏛 SP MAIK Nauka/Interperiodica 🌐 English ⚖ 437 KB

PAC-Bayesian Compression Bounds on the P

✍ Thore Graepel; Ralf Herbrich; John Shawe-Taylor 📂 Article 📅 2005 🏛 Springer 🌐 English ⚖ 204 KB

Lower Bounds for the Empirical Minimizat

✍ Mendelson, S. 📂 Article 📅 2008 🏛 IEEE 🌐 English ⚖ 340 KB

Risk Bounds for Random Regression Graphs

✍ A. Caponnetto; S. Smale 📂 Article 📅 2007 🏛 Springer-Verlag 🌐 English ⚖ 343 KB

Constrained Empirical Risk Minimization

✍ Bian, W.; Tao, D. 📂 Article 📅 2012 🏛 Institute of Electrical and Electronics Engineers 🌐 English ⚖ 773 KB