Aman Arora
2 indexed papers
Recent (6 mo)
2With code
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226
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Architecture×1ML×1Stats ML×1
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Research Timeline
2026
Minimax-Optimal Policy Regret in Partially Observable Markov Games
The paper develops an optimistic maximum-likelihood algorithm that achieves $ ilde{O}(\sqrt{T})$ policy regret for sequential decision-making in partially observable Markov games against adaptive opponents.
Boosting FPGA Performance with Direct BRAM-DSP Paths
This paper proposes a lightweight architectural enhancement for FPGA designs to improve data movement between block RAMs and digital signal processing units for deep learning workloads, incurring negligible area and delay overhead.
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Papers
cs.AREmpiricalRecentJul 7, 2026
Boosting FPGA Performance with Direct BRAM-DSP Paths
This paper proposes a lightweight architectural enhancement for FPGA designs to improve data movement between block RAMs and digital signal processing units for deep learning workloads, incurring negl…
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cs.LGstat.MLRecentJun 1, 2026