Suchergebnisse - Kumar, Akash

Dictionary Learning: The Complexity of Learning Sparse Superposed Features with Feedback von Kumar, Akash

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A Gap Between Decision Trees and Neural Networks von Kumar, Akash

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Can Representation Learning Decouple from Loss Minimization? Polar Updates Have an Answer von Kumar, Akash

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Awakening of the Buddha: Subspace Learning During Population-Loss Plateaus von Kumar, Akash

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Syn2Real: Forgery Classification via Unsupervised Domain Adaptation von Kumar, Akash, Bhavasar, Arnav

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Detecting Deepfakes with Metric Learning von Kumar, Akash, Bhavsar, Arnav

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Deletion to Induced Matching von Kumar, Akash, Kumar, Mithilesh

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Learning Smooth Distance Functions via Queries von Kumar, Akash, Dasgupta, Sanjoy

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MCEL: Margin-Based Cross-Entropy Loss for Error-Tolerant Quantized Neural Networks von Yayla, Mikail, Kumar, Akash

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AnTi-MiCS: Analytical Framework for Bounding Time in Embedded Mixed-Criticality Systems von Ranjbar, Behnaz, Kumar, Akash

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Flat Loss, Evolving Features: Grokking in Modular Addition von Kumar, Akash, Sankaranarayanan, Karthik

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End-to-End Semi-Supervised Learning for Video Action Detection von Kumar, Akash, Rawat, Yogesh Singh

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Approximation Algorithms for Digraph Width Parameters von Kintali, Shiva, Kothari, Nishad, Kumar, Akash

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SeqL: Secure Scan-Locking for IP Protection von Potluri, Seetal, Aysu, Aydin, Kumar, Akash

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SIMDive: Approximate SIMD Soft Multiplier-Divider for FPGAs with Tunable Accuracy von Ebrahimi, Zahra, Ullah, Salim, Kumar, Akash

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Random walks and forbidden minors III: poly(d/ε)-time partition oracles for minor-free graph classes von Kumar, Akash, Seshadhri, C., Stolman, Andrew

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Compiler Toolchains for Deep Learning Workloads on Embedded Platforms von Sponner, Max, Waschneck, Bernd, Kumar, Akash

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The complexity of testing all properties of planar graphs, and the role of isomorphism von Basu, Sabyasachi, Kumar, Akash, Seshadhri, C.

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dCSR: A Memory-Efficient Sparse Matrix Representation for Parallel Neural Network Inference von Trommer, Elias, Waschneck, Bernd, Kumar, Akash

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Exact recovery algorithm for Planted Bipartite Graph in Semi-random Graphs von Kumar, Akash, Louis, Anand, Paul, Rameesh

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