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kernels

2 papers across 2 sessions

Poster Session 3

1 paper
Thursday, December 4, 2025 · 11:00 AM → 2:00 PM
Exhibit Hall C,D,E
Tiled Flash Linear Attention: More Efficient Linear RNN and xLSTM Kernels
#3509 · Maximilian Beck, Korbinian Pöppel, Phillip Lippe, Sepp Hochreiter

We introduce TiledFlashLinearAttention a faster kernel algorithm for Linear RNNs and mLSTMs by improved Sequence Parallelism.

Poster Session 6

1 paper
Friday, December 5, 2025 · 4:30 PM → 7:30 PM
Exhibit Hall C,D,E
Dynamic Regret Reduces to Kernelized Static Regret
#2908 · Andrew Jacobsen, Alessandro Rudi, Francesco Orabona, Nicolò Cesa-Bianchi

We frame dynamic regret minimization as a static regret problem in an RKHS