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Surbhi Goel

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titleconferencedate
Know When You Know: Handling Adversarial Data by AbstainingEmerging Generalization Settings 20242024-09-09
Sequential prediction model where an oblivious stochastic stream is intermittently corrupted by arbitrarily many clean‑label adversarial insertions; algorithm…
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Computational Barriers For Learning Some Generalized Linear ModelsRigorous Evidence for Information-Computation Trade-offs2021-09-13
Shows two concrete hardness results for ReLU GLMs: a conditional lower bound from Densest-kappa-subgraph hardness proving no poly(d) · 2^{Ω(1/ε^2)} time…
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