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TR-700
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TR-701
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TR-702
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TR-703
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TR-704
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TR-705
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TR-706
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TR-707
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TR-708
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TR-709
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TR-710
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TR-711
[ "This", "type", "of", "optimization", "problem", "can", "be", "efficiently", "solved", "by", "using", "the", "successive", "convex", "approximation", "(", "SCA", ")", "method", ",", "which", "solves", "the", "DC", "problem", "in", "an", "iterative", "manner", "." ]
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TR-712
[ "Many", "data", "analysis", "tools", "and", "libraries", "have", "been", "developed", "to", "extract", "the", "desired", "information", "from", "the", "output", "trajectories", "from", "MD", "simulations", "nmoldyn", ",", "nmoldyn-2012", ",", "Hum96", ",", "Hinsen:2000kx", ",", "Grant:2006ud", ",", "himach-2008", ",", "Romo:2009zr", ",", "Romo:2014bh", ",", "Michaud", "-", "Agrawal:2011fu", ",", "Gowers:2016aa", ",", "cpptraj-2013", ",", "McGibbon:2015aa", ",", "pteros2015", ",", "Doerr:2016aa", "but", "few", "can", "efficiently", "use", "modern", "High", "Performance", "Computing", "(", "HPC", ")", "resources", "to", "accelerate", "the", "analysis", "stage", "." ]
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TR-713
[ "We", "show", "that", "already", "a", "restricted", "version", "of", "the", "problem", ",", "namely", ",", "the", "version", "when", ",", "is", "NP", "-", "hard", "via", "the", "Multiple", "Choice", "Knapsack", "(", "MCK", ")", "problem", "." ]
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TR-714
[ "In", "FL", ",", "wireless", "devices", "can", "cooperatively", "execute", "a", "learning", "task", "by", "only", "uploading", "local", "learning", "model", "parameters", "to", "the", "base", "station", "(", "BS", ")", "instead", "of", "sharing", "the", "entirety", "of", "their", "training", "data", "." ]
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TR-715
[ "The", "second", "dataset", "is", "Amazon", "Movie", "Reviews", "(", "AMR", ")", "which", "provides", "user", "comments", "about", "a", "large", "set", "of", "movies", "." ]
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TR-716
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TR-717
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TR-718
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TR-719
[ "Host", "-", "based", "Intrusion", "Detection", "System", "(", "HIDS", ")", ":", "It", "usually", "has", "a", "singular", "agent", "embedded", "onto", "a", "host", "system", "that", "detects", "intrusions", "by", "going", "through", "the", "logs", ",", "calls", "made", "by", "the", "system", ",", "modifications", "of", "file", "-", "system", "and", "other", "states", "and", "activities", "." ]
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TR-720
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TR-721
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TR-722
[ "In", "particular", ",", "using", "CSMA", "Enhanced", "Collision", "Avoidance", "with", "Hysteresis", "and", "Fair", "Share", "(", "CSMA", "/", "ECA", ")", ",", "upon", "a", "successful", "transmission", ",", "a", "station", "chooses", "the", "'", "expected", "value", "'", "of", "the", "Contention", "Window", "(", "CW", ")", "in", "which", "it", "just", "transmitted", "as", "its", "next", "backoff", "value", "(", "termed", "deterministic", "backoff", ")", "." ]
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TR-723
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TR-724
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TR-725
[ "To", "that", "end", ",", "we", "employ", "a", "Generative", "Adversarial", "Network", "(", "GAN", ")", "to", "learn", "appropriate", "distribution", "in", "a", "data", "-", "driven", "manner", "." ]
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TR-726
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TR-727
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TR-728
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TR-729
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TR-730
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TR-731
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TR-732
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TR-733
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TR-734
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TR-735
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TR-736
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TR-737
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TR-738
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TR-739
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TR-740
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TR-741
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TR-742
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TR-743
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TR-744
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TR-745
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TR-746
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TR-747
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TR-748
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TR-749
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TR-750
[ "use", "a", "hybrid", "neural", "network", "and", "Hidden", "Markov", "Model", "HMM", "approach", "." ]
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TR-751
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TR-752
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TR-753
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TR-754
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TR-755
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TR-756
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TR-757
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TR-758
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TR-759
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TR-760
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TR-761
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TR-762
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TR-763
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TR-764
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TR-765
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TR-766
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TR-767
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TR-768
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TR-769
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TR-770
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TR-771
[ "Then", ",", "for", "each", "frame", "we", "calculate", "a", "discrete", "Fourier", "transform", "(", "DFT", ")", "of", "length", "800", "." ]
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TR-772
[ "The", "effect", "of", "the", "limited", "capacity", "backhaul", "links", "from", "the", "APs", "to", "a", "central", "processing", "unit", "(", "CPU", ")", "has", "not", "however", "been", "addressed", "in", "the", "literature", "." ]
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TR-773
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TR-774
[ "The", "second", "is", "an", "inclusion", "of", "the", "optimal", "transport", "(", "OT", ")", "divergence", "as", "a", "deluxe", "regularization", "in", "the", "feature", "intertwiner", "." ]
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TR-775
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TR-776
[ "Distribution", "of", "topics", ":", "For", "topic", "discovery", "from", "the", "tweet", "corpus", ",", "we", "adopt", "the", "Latent", "Dirichlet", "Allocation", "(", "LDA", ")", "model", "." ]
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TR-777
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TR-778
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TR-779
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TR-780
[ "Linguistic", "activities", "on", "QuoraIn", "this", "section", ",", "we", "identify", "various", "linguistic", "activities", "on", "Quora", "and", "propose", "quantifications", "of", "the", "language", "usage", "patterns", "in", "this", "QA", "site", "." ]
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TR-781
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TR-782
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TR-783
[ "Thankfully", ",", "commodity", "Intel", "and", "AMD", "processors", "have", "supported", "Single", "instruction", ",", "multiple", "data", "(", "SIMD", ")", "instructions", "since", "the", "introduction", "of", "the", "Pentium", "4", "in", "2001", "." ]
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TR-784
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TR-785
[ "Theorem", "is", "yet", "another", "illustration", "of", "why", "randomization", "and", "randomized", "approaches", "to", "learning", "may", "improve", "performance", "of", "AI", "systems", "(", "see", "e.g.", ",", "for", "more", "detailed", "discussion", "on", "the", "randomized", "approaches", "and", "supervisory", "mechanisms", "for", "random", "parameter", "assignment", ")", "." ]
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TR-786
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TR-787
[ "On", "that", "basis", ",", "some", "decentralized", "paradigms", "by", "combining", "(", "proximal", ")", "gradient", "-", "based", "methods", "with", "alternating", "minimization", "technique", "(", "i.e", ",", "Gauss", "-", "Seidel", "update", ")", "have", "been", "proposed", ",", "which", "include", "proximal", "alternating", "linearized", "minimization", "(", "PALM", ")", ",", "inexact", "proximal", "gradient", "methods", "(", "IPG", ")", "and", "some", "variations", "." ]
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TR-788
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TR-789
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TR-790
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TR-791
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TR-792
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TR-793
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TR-794
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TR-795
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TR-796
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TR-797
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TR-798
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TR-799
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