Pmlr Fix 90%

Define the machine learning challenge (e.g., "Overcoming catastrophic forgetting in sparse neural networks").

In the sprawling, ancient city of Academia, knowledge had long been guarded by stone fortresses. These were the Legacy Publishers. For decades, if a young scholar—a "researcher" in the local tongue—wanted to announce a discovery to the world, they had to pay a toll to these fortresses. The toll was paid not just in gold, but in time. A discovery made in January might not see the light of day until the snows of December, locked behind heavy gates where only those with expensive keys could read it. Define the machine learning challenge (e

PMLR was built on three pillars that defied the old traditions: For decades, if a young scholar—a "researcher" in

P. Hoyer, D. Janzing, J. Mooij, J. Peters, B. Schölkopf — actually that’s older. PMLR was built on three pillars that defied

For papers in venues like COLT or AISTATS, include theorems, lemmas, and proofs. COLT 2026 - Call for Papers