Deep reinforcement learning with symmetric data augmentation applied for aircraft lateral attitude tracking controlby Yifei…
Balancing Immediate Revenue and Future Off-Policy Evaluation in Coupon Allocationby Naoki Nishimura, Ken Kobayashi, Kazuhide…
Integer-only Quantized Transformers for Embedded FPGA-based Time-series Forecasting in AIoTby Tianheng Ling, Chao Qian, Gregor…
Fine-Tuning and Prompt Optimization: Two Great Steps that Work Better Togetherby Dilara Soylu, Christopher Potts,…
Enhancing Stochastic Optimization for Statistical Efficiency Using ROOT-SGD with Diminishing Stepsizeby Chris Junchi LiFirst submitted…
Disrupting Diffusion-based Inpainters with Semantic Digressionby Geonho Son, Juhun Lee, Simon S. WooFirst submitted to…
Spectral Representation for Causal Estimation with Hidden Confoundersby Haotian Sun, Antoine Moulin, Tongzheng Ren, Arthur…
Learning to Unlearn for Robust Machine Unlearningby Mark He Huang, Lin Geng Foo, Jun LiuFirst…
Improving Graph Out-of-distribution Generalization on Real-world Databy Can Xu, Yao Cheng, Jianxiang Yu, Haosen Wang,…
What Makes and Breaks Safety Fine-tuning? A Mechanistic Studyby Samyak Jain, Ekdeep Singh Lubana, Kemal…